The silence felt almost as suffocating as the lack of air. Chloe tapped a fingernail against the metal paneling, a frantic, staccato rhythm that seemed to amplify the stillness. The air conditioning had long since given up the ghost. She could feel the dampness beading on her forehead, and a strange buzzing filled her head.

“Hey,” Liam said, “Want me to try calling again?” She shook her head. They’d both tried their phones a dozen times. Her promotion interview was in three days. This was not how she’d planned to spend the afternoon. This was so unlike her, being stuck. She felt a rising panic, a sense of being utterly trapped, both physically and metaphorically.

She hugged herself, rubbing her arms. The thought of all the things undone, all the pressures mounting, filled her with a sense of dread.

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