He had been enjoying a cup of tea, reading a book. Then, the world seemed to shift, and the ground beneath his feet trembled. He slammed the book shut, a feeling of unease washing over him. The wind, which had been a playful whisper moments before, had morphed into a malevolent roar.

The elm tree in Mrs. Rodriguez’s yard was notorious for its size. And now, it had finally succumbed. He went to the window to see. He knew there was a reason he had felt off all day.

He saw the tree. It was down, a dark and ominous form against the grey sky. He could feel the weight of his own worries pressing down on him. He felt a deep, instinctive tension in his shoulders, a premonition of complications to come.

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