The harsh fluorescent lights of the kitchen seemed to pulse, amplifying the pounding in Daniel's head. He gripped the eviction notice until his knuckles were white, the paper crinkling under the pressure. The air felt thick, difficult to breathe. He felt a constriction in his chest.

He shoved the paper into the overflowing trash can, the crumpled form a futile attempt at denial. The apartment, usually a haven, now felt like a cage, the walls closing in. He wandered aimlessly through the rooms, the silence amplifying the frantic drumming of his heart.

He grabbed his coat and keys, the simple act of leaving the apartment a sudden, desperate necessity. He needed air, space, anything to escape the tightening grip.

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