The stagnant air felt thick with a palpable tension. He glanced at Emily, his co-worker, whose face was a mask of stoic resignation. The elevator's lights flickered erratically, amplifying the sense of unease.

โ€œWell, this is my luck,โ€ he muttered, his voice flat. He had a job interview that afternoon. The thought of missing it, of losing the opportunity, was a blow.

His stomach clenched, a familiar symptom of the anxiety that had been plaguing him for weeks. He felt a deep sense of frustration, a feeling that he was trapped, not just in the elevator, but in a never-ending cycle of disappointment.

He crossed his arms, the gesture a futile attempt to ward off the rising tide of despair. He closed his eyes, desperately trying to calm his racing thoughts, but the image of the interview, now seemingly lost, kept flashing behind his eyelids.

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