The taste of food turned to ash in David's mouth. He sat at the dining table, the detective's words replaying in his head like a broken record: "Stabbing… argument… dining room." He pushed his plate away, suddenly nauseous. The cheerful wallpaper, the new chandelier, everything felt like a lie.

He felt a deep sense of unease settle in his stomach, churning with a cold dread. The house, which had once felt like a haven, now felt oppressive. The air was heavy, thick with a history he could never escape. He could almost smell the blood, see the shadows of that terrible night.

He stood up abruptly, knocking over his chair. The sound startled him. He needed to get out, to breathe. He felt a desperate urge to flee, to be anywhere but here, in the place where a life had ended.

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
無法0.270
💔0.265
😔0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224