The house seemed to stretch on forever, a labyrinth of echoing rooms. The endless space reflected the emptiness within. Amelia had lost track of time, days blurring into a monotonous cycle of silence. The outside world felt far away. She just existed.

She was tracing a crack in the wall of her home office, when she realized a section seemed hollow. She pressed it, and a door swung inward.

The room contained nothing but a large, antique telescope aimed at a window. She looked through it, and the vast, starlit sky filled her vision. For the first time in what felt like forever, she thought about something other than the space inside herself.

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