"Mr. Harding, shall we begin?" The biographer, a woman with piercing blue eyes, perched on the edge of the antique armchair in Thomas's study. Thomas cleared his throat, a dry, raspy sound. He had been so sure he’d shut down the project. Now, the book was apparently written and waiting for his approval.

His hands fidgeted, picking at nonexistent lint on his perfectly pressed trousers. He straightened a picture frame that was already perfectly aligned. Sunlight streamed through the window, highlighting the dust motes dancing in the air, a chaotic ballet that mirrored the tumult inside him. He felt strangely cold, a chill that had nothing to do with the temperature.

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