He slumped onto the park bench, the weight of the book in his bag pressing against his thigh. Sunlight dappled through the leaves, but Thomas saw none of it. The wind, usually a comforting presence, now felt like a taunt, whipping at his cheeks. The author had painted him as a hero, a man he'd never strived to be, never could be. He'd never told anyone about the things that truly plagued him. Reading about a fictionalized version of his life made him feel hollow, as though the reality of his existence had been drained away. He picked at a loose thread on his jeans, unable to focus on anything.

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