He stared at the ceiling, the stucco a blur above him. The weight in his chest had grown, a leaden anchor tethering him to the bed. James clutched the blanket, as though it could shield him. It had to be Alex. The way she had suddenly changed, become quieter, more thoughtful… it was uncanny.

He sat up, the movement abrupt and jerky. The room swam slightly into focus. The journal lay on the desk, its cover facing up. He envisioned Alex’s face, reading his deepest thoughts. The image sparked a raw, burning sensation in his throat. He felt a sudden, powerful urge to scream.

Emotion: nervous

Cluster: Fear / Anxiety
PC1 (Valence): -1.08 Negative
PC2 (Disposition): -0.47

Role in Research

This story is one of 1,000 stories generated for the emotion nervous. 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 nervous stories, after denoising with neutral dialogue baselines, produces the nervous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the nervous vector is projected through the unembedding matrix.

Promoted:
worse0.229
trem0.203
😰0.203
😨0.201
緊張0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210