Rain lashed against the windows, mimicking the rhythm inside Elias. He hadn’t unpacked a single box in three days, the new house feeling less like a fresh start and more like a mausoleum. He wandered the silent halls, the echoes of his footsteps amplifying the emptiness. Finding the hidden room was an accident. A loose panel in the library, behind a towering bookshelf, gave way to a dark, narrow space.

Dust motes danced in the sliver of light filtering from the crack. Elias hesitated. Everything felt heavy, like wading through molasses. Curiosity, a dull ember, finally flickered. He pushed the panel aside and slipped into the unknown.

The room was small, a single dusty chair the only furniture. On a small table sat a photograph of a woman with a smile that felt a million miles away. He touched the frame, a cold, unfamiliar ache blossoming in his chest.

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