The doorbell’s shrill chime sliced through the silence of the afternoon, instantly tightening Agnes’ chest. She peered through the blinds, her fingers fumbling with the cord. Mrs. Gable, beaming expectantly, stood on the porch. Agnes took a slow, deep breath, her pulse hammering.

“Oh, hello, Agnes!” Mrs. Gable’s voice carried through the closed door. “Wonderful day, isn’t it? Listen, dear, I was hoping…”

Agnes braced herself. This was the third time this week a neighbor had requested something. Reaching the door, she managed a weak smile. Mrs. Gable wanted to grow vegetables, and her backyard wasn't suitable. Agnes' side yard, however, seemed perfect. The thought of losing even a sliver of her carefully curated space, a space that represented a peace she desperately guarded, sparked a frantic flutter in her stomach.

“I… I’ll need to think about it,” Agnes said, her voice barely a whisper. “It’s a lot to consider.” She shut the door quickly, the click echoing in the sudden quiet. She leaned against the cool wood, her breath coming in shallow pants. The to-do list in her head, already a mile long, just got longer.

Emotion: overwhelmed

Cluster: Fear / Anxiety
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -0.94

Role in Research

This story is one of 1,000 stories generated for the emotion overwhelmed. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 overwhelmed stories, after denoising with neutral dialogue baselines, produces the overwhelmed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the overwhelmed vector is projected through the unembedding matrix.

Promoted:
S0.385
😫0.332
😖0.319
😣0.319
😩0.314
Suppressed:
la-0.576
de-0.496
a-0.297
happy-0.290
l-0.264