The drive to the appointment had been torturous, each stoplight a fresh wave of dread. He sat in the waiting room, surrounded by upbeat magazines and generic artwork. He loathed every single item. His heart hammered against his ribs.

His name was called. There, behind a desk, sat the woman who used to shove him into lockers. Dr. Rachel Thompson. The woman he'd wanted to avoid for the rest of his life.

He barely looked up, his gaze glued to the floor. The therapy session was agony. Her words, though professional, were laced with memories he didn't want to revisit. Each question felt like a fresh wound. The room spun. He feltโ€ฆ hollow.

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:
๐Ÿ˜ž0.369
ๆ— ๆณ•0.321
็„กๆณ•0.270
๐Ÿ’”0.265
๐Ÿ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224