The request arrived just as she was trying to force down a spoonful of cereal. “Michael Davis sent you a friend request.” The spoon clattered onto the table. The name triggered a cascade of unpleasant memories, of public ridicule and private shame. She couldn't feel the taste of the bland cereal.

Her house was eerily silent, the silence amplified by the absence of her usual routines. The laundry basket overflowed, the bills remained unopened on the counter. The world felt muted, and the bright colors of the day seemed like a distant dream.

The notification mocked her, a reminder of her past insecurities and perceived failures. The urge to flee, to disappear, overwhelmed her. She pushed away from the table and went to lie down.

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