The scent of damp earth and crushed leaves permeated the air, a suffocating perfume of ruin. Sarah hadn't slept in two nights, the shadows under her eyes deepening. The tree's collapse, a dramatic gesture of nature, felt like a cruel joke.

She felt a strange sense of detachment, as if she were watching the scene from a great distance. Her neighbor, Mrs. Petrov, was already out there, surveying the damage, her face etched with worry. Sarah knew she’d be asked for assistance.

The thought of small talk, of pretending to be okay, made her hands tremble. She squeezed her eyes shut, wishing it would all just stop.

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