The vibrant colours of the house – once a source of comfort – seemed to mock her. The red of the kitchen now reminded her of the blood found on the floor. Emily had been in an elated mood, the new place was a fresh start. She'd found it. Her neighbor, a chatty older woman, had casually mentioned the house's history.

The air felt thick, difficult to breathe. Each room felt smaller, the walls closing in. The thought of cooking, of eating, of even moving, was too much.

She could barely lift her head.

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