He stared at the calendar, the red circle around today’s date like a crimson stain. He had to train David, the eager young man who'd be stepping into his shoes. He felt a strange combination of resentment and detachment. He had grown so tired of everything.

The office felt like a labyrinth, and he its weary prisoner. He led David through the steps, his voice flat, his gaze unfocused. He found himself wanting to sabotage the training, to make it as difficult as possible, but he also realized he had no energy for such actions.

As David asked a question, he found himself unable to focus. The world seemed to fade in and out of focus. A deep, yawning emptiness had taken root inside him. He felt hollow, as if everything had been sucked away.

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