The harsh fluorescent lights of the pawn shop seemed to intensify the feeling of being exposed. Olivia didn't want to be seen. She wanted to disappear, to fade into the background. The world had become a hostile place, filled with people and things that demanded too much from her.

She had lost interest in everything. Her appetite had vanished. She spent her days in a fog of apathy. She sought the pawn shop as she had sought many places lately; to feel something, anything, besides the pervasive indifference.

Then, there it was. A ring with a large, square-cut diamond, an elaborate setting. She knew it immediately. Her mother’s. The ring’s familiarity brought with it a familiar ache. The world seemed to tilt.

Her vision blurred. She didn't speak. She just pointed, the gesture a desperate plea.

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