The sign, freshly painted, proclaimed the end. "The Cozy Corner Cafe - Closed." Mark stood frozen, the wind whipping around him, chilling him to the bone. He’d known it was coming, business had been slow, but still, seeing it in black and white was like a punch to the gut.

He slowly walked towards the building, then turned away. A wave of exhaustion washed over him, making his knees weak. The thought of losing his haven, the place where he could get away from it all, felt like a personal loss.

He stumbled back to his car, fumbling with the keys, his vision blurring. He drove in silence, the emptiness of the closed restaurant echoing inside him.

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