The thermostat read 78 degrees, but Clara felt a bone-chilling cold. She wrapped her arms around herself, trying to ward off the chill that seemed to emanate from within. The apartment, usually bustling with activity, had become a tomb.

The movers were coming tomorrow. Her best friend, Ava, would be gone. Across the country. The knowledge felt like a weight, pressing down on her chest, stealing her breath. She picked at the chipped paint on the windowsill, the action mindless, repetitive.

She glanced at the empty space on the bookshelf where Ava's favourite novels had sat. Empty. A profound emptiness seemed to fill the room, a void mirroring the emptiness in her own soul.

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