"No, I don't want to go out." Sarah mumbled, her voice barely audible. Her sister, her only friend, had sent a text saying the restaurant was closed due to a plumbing issue. The excuse was flimsy, a thin veil over the truth. The party had been called off.

Her head throbbed. She just wanted to crawl into bed and disappear. The curtains were drawn, and the room was cloaked in shadows, mirroring the gloom that had settled over her. She pulled the covers over her head, wishing she could vanish.

The silence was a thick blanket, suffocating her. She remembered the effort she had made, the outfit she had picked out, the excitement that had built over the last couple of weeks. Now, a wasted effort. Tears pricked at her eyes, but she refused to let them fall.

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