The sound jolted her awake. She sat up in bed, heart leaping into her throat. The world outside, which had been peacefully dark just moments before, now throbbed with a low, chaotic energy. She was unable to move.

It was the big oak in the Millers’ yard. They had neglected it for years, and he had been silently cursing its existence. The fear in her was consuming. It fell towards the house. She knew where this was going. She could feel the impending doom.

She threw back the covers and stumbled out of bed, her limbs heavy and uncoordinated. She had to see. She had to know. Her breath caught in her chest as she approached the window.

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