The drive home was a blur. Michael gripped the steering wheel so tightly his knuckles were white, his vision obscured by a film of unshed tears. The radio, usually a source of comfort, now blared meaningless noise, each song a jarring reminder of the joy that had just been ripped away.

He kept replaying the conversation with Coach Miller in his head, dissecting every word, every gesture, searching for a clue, a reason. The familiar route, usually comforting, felt alien, the scenery a dull, uninteresting backdrop to the turmoil within.

He pulled into the driveway, the engine dying with a sigh that echoed his own.

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