Mark fidgeted with the napkin on his lap, shredding it into tiny pieces. The room was a kaleidoscope of faces, all turned expectantly towards the stage. His throat constricted, making it difficult to breathe. The champagne he'd drunk tasted like ash.

He glanced at his dad, who looked so proud, so happy. The weight of expectation pressed down on him. He felt as though everyone could see the tremor in his hands. He wished he could teleport away.

He considered pretending he was ill. But the emcee was now gesturing for him to come up. He pushed himself to his feet, feeling his legs wobble slightly.

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
ç·Šå¼µ0.200
Suppressed:
la-0.397
que-0.260
a-0.242
B-0.217
H-0.210