The disco ball spun, casting shimmering reflections across the room, but David barely noticed. He stood near the entrance, his shoulders stiff, his gaze darting around at every arriving guest. His rival, Mark, was also hosting his birthday party tonight.

He clutched a glass of punch so tightly his knuckles were white. The noise of the music, which he had so carefully curated, felt amplified, overwhelming. He'd spent weeks preparing his playlist, choosing the perfect venue, and even learning a few new dance moves.

A trickle of sweat ran down his temple. He felt a profound sense of unease settle upon him. Would he be considered a failure if Mark’s party was the better one?

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