The aroma of freshly baked bread, usually a comfort, now felt like a taunt. "The Bread Basket – Goodbye." Sarah read the sign again, each word a fresh wound. She felt a burning sensation in her eyes, a stinging pressure behind her eyelids.

She wanted to scream. Instead, she just stood there, rooted to the spot, watching people walk by, oblivious to the catastrophe.

She turned and went home, the familiar weight of her handbag on her shoulder feeling heavier than usual. She closed the door behind her, the silence of her apartment amplifying her sense of loss.

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