The afternoon sun, usually a welcome visitor, felt oppressive and glaring as it streamed into Amelia’s apartment. The eviction notice was a weight on her stomach, a physical pressure she couldn’t dislodge.

She stared out the window at the vibrant green of the park across the street, a place that now felt inaccessible. The thought of packing, of sorting through her belongings, felt like an insurmountable task.

A wave of nausea rose in her throat. She closed her eyes, trying to block out the rising tide of fear and anxiety. She could almost feel the world collapsing around her. Her hands instinctively reached out to her, and she felt the warm comfort of holding her.

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