The listing, with its cheerful font and smiling family in the header, was the final straw. She felt a cold dread settle in her bones. She couldn't breathe properly. She felt trapped, suffocated. Her fingers tightened around the mouse.

She needed to move, she needed to act. She got up and began pacing her tiny apartment, back and forth, back and forth, a frantic dance of anxiety. Her heart pounded in her chest, a relentless drumbeat against the silence of the room. She was lost in it all, and it was hard to find a way out.

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