The aroma of freshly brewed coffee, once a comfort, now turned his stomach. The secret account, a symbol of his perceived betrayal, had left a sour taste in his mouth. He stared at his reflection in the mirror, the person staring back a stranger. His shoulders slumped, his posture mirroring the defeat he felt inside.

He picked up the phone, and then put it down, again and again. The impulse to explain, to apologize, was strong, but he lacked the energy to do so. A wave of regret washed over him. He felt utterly drained, his spirit flattened.

The silence of the house was a suffocating blanket. He wandered through the rooms, unable to find solace or relief. The discovery of the account had cast a long, dark shadow over their life.

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