The elevator jolted to a halt, plunging the occupants into a shared state of uneasy stillness. I found myself staring at the numbers above the door, stuck at a single, unchanging digit. It mirrored the stasis in my own life.

“Well, this is just great,” said Michael, his voice carrying an edge of frustration. I just nodded, barely able to lift my gaze. The confines of the elevator seemed to echo my inner world.

I could feel the pressure rising in my chest, a sensation that had become far too familiar. The thought of escape felt impossible. My gaze drifted to the metal wall, catching my own reflection. I barely recognized the haunted expression staring back.

Michael began to pace, his energy a stark contrast to my own inertia. I wished he would stop. I wanted the darkness. I wanted to be left alone.

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