The apartment was always cluttered, but today, the mess felt suffocating. The thought of a high-energy cat, that her roommate, Olivia, was eager to adopt, made Eleanor's chest tighten.

She sat at the kitchen table, staring blankly at a half-finished crossword puzzle, unable to concentrate. The answers felt distant and meaningless. She hadn’t left the apartment in days.

Olivia breezed into the room, her energy a stark contrast to Eleanor's stillness. "I found the perfect one!" she announced, holding up her phone displaying an image of a fluffy orange cat.

Eleanor just stared at the picture, her eyes failing to focus. The thought of a playful, demanding creature, of its constant need for attention, seemed to suffocate her. The world felt too loud, too bright, too much.

Emotion: depressed

Cluster: Sadness / Despair
PC1 (Valence): -2.06 Negative
PC2 (Disposition): -1.08

Role in Research

This story is one of 1,000 stories generated for the emotion depressed. 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 depressed stories, after denoising with neutral dialogue baselines, produces the depressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

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

Promoted:
😞0.417
每天0.353
无法0.330
own0.311
😔0.309
Suppressed:
de-0.492
B-0.393
P-0.352
l-0.310
!-0.307