The sunlight felt too bright, harsh, as Sarah walked through the living room. The detective had pointed to the spot near the fireplace. "He was sitting there… watching TV… when it happened." The information, presented with such detachment, had left her reeling. She had thought about building a fire there, but now, the hearth felt tainted.

She picked at a loose thread on the sofa, a mindless action. The thought of relaxing, of enjoying her new home, seemed impossible. Every creak of the floorboards, every shadow cast by the setting sun, amplified her disquiet. This was supposed to be a sanctuary, her safe place.

She felt a tightening in her chest, a physical pressure. She wished she could turn back time, undo the purchase, erase the knowledge. She knew that she would never feel truly at peace in these rooms. The house was not home, but a prison.

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