“Okay, honey, remember the steps,” Maria said, her voice a little higher than usual. She watched her son, Daniel, stand at the chess board. Her stomach felt hollow. She had learned chess from her grandfather, and shared that love with Daniel. He was now her opponent, and he'd become remarkably good.

Daniel nodded, his gaze fixed on the checkered squares. He’d practiced tirelessly, devouring strategy books, analyzing openings. Maria felt a sense of both pride and… something else. It was difficult to describe.

Maria sat across from him, her fingers tracing the edge of the board. She glanced at the clock, feeling a strange pressure. The game began, and she felt a tremor in her hands.

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