The scent of stale pizza and unwashed clothes hung heavy in the dorm room. Mark stared at the slightly misplaced picture frame on his desk, a sinking sensation invading him. He’d poured his soul into that journal, and his roommate, Ben, had violated that trust. A wave of nausea washed over him as he pictured Ben reading his confessions. Every gesture, every look, every shared moment now felt weighted down with a secret knowledge. Mark found himself avoiding Ben’s gaze. He could barely breathe, his lungs feeling tight, his head swimming with questions and accusations.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

This story is one of 1,000 stories generated for the emotion miserable. 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 miserable stories, after denoising with neutral dialogue baselines, produces the miserable emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the miserable vector is projected through the unembedding matrix.

Promoted:
😞0.369
无法0.321
焑法0.270
πŸ’”0.265
πŸ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224