The news was delivered through a hastily scribbled note posted on the door. "Farewell, Sweet Tooth Cafe." A wave of nausea washed over her. She'd spent countless hours there, finding comfort in the sweet treats and friendly faces.

She wandered through her apartment, unable to settle. She glanced at her reflection in the mirror, noticing dark circles under her eyes. The usual sparkle was gone. Everything felt drab, the walls closing in.

She sat on the floor, surrounded by old photographs. She flipped through them, each picture a painful reminder of happier times. The world felt heavy, the future uncertain. She felt like she was wading through a thick, invisible fog.

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