The weight on her chest was crushing. She wanted to text her mother that she couldn't find her usual spark, but composing the words felt impossible. Her fingers trembled as she began to type, “I…” The message went to the dry cleaner’s number.

A wave of helplessness washed over her. She deleted the text, but the damage was done. Tears blurred her vision. Every color seemed muted. The world felt muffled, distant, like looking through a fog. She buried her face in her hands, wanting it to all stop, wanting to wake up from this long, dark nightmare.

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