The afternoon sun blazed down, intensifying the heat. He leaned against the cool glass of the window, watching his neighbor, Sarah, approach. He wiped his palms on his jeans.

He had expected this, of course. He knew this was coming. But still, a wave of apprehension washed over him. He felt as though someone had constricted his breathing, his chest feeling tight.

He ran a hand through his hair, trying to look composed. He waited, his gaze locked on the approaching figure, before taking a deep breath and opening the front door.

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