He slammed the door of his new cubicle a bit harder than necessary. The flimsy partition shuddered in protest. Thomas sank into his chair, the vinyl cold against his skin. This wasn’t him. He wasn't the kind of person who worked in IT, surrounded by wires and the incessant glow of monitors. He was a people person.

He ran a hand through his hair, already feeling the familiar pressure behind his eyes. The air conditioning blasted a frigid wind, chilling him to the bone. He pulled his sweater tighter, a futile attempt to ward off the encroaching chill.

β€œHey, new guy. Need help setting up?” a voice boomed from across the aisle. Thomas managed a weak smile, but the words felt like lead in his mouth. He just wanted to crawl back in his bed and never come out.

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