Rain lashed against the windows, mirroring the tempest inside Leo. He hunched over his dinner, a plate of lukewarm pasta that held no appeal. The air hung thick with the stale scent of unresolved arguments. His chest felt constricted, a tight band around his ribs. He felt sick to his stomach.

Earlier, digging through the bottom drawer of his partner, Liam's, desk, he’d stumbled upon a manuscript. It was a bound copy, titled "The Echo of Silence," and dedicated "To the Man Who Made Me Want to Scream." Liam, ever the romantic, had said it was about his grandmother.

He'd flipped through the pages, his breath catching in his throat with each turn. The protagonist, "Julian," was painfully awkward, overly sensitive, and constantly apologizing. Julian, like Leo, had an overwhelming need to please.

He slammed his fork down, the clatter echoing in the tense silence.

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