He chewed on his lip, the inside of his mouth suddenly dry. He'd rehearsed the conversation a hundred times, but the words still felt foreign and clumsy in his mind. The chipped paint on the front door, a detail he hadn't noticed in years, seemed to mock him.

The living room, a space previously associated with comfort, now felt like a stage. He saw his mother sitting in the armchair, waiting. He cleared his throat.

"So," he began, his voice raspy, "I, uh, I moved out." He winced at how that sounded. He took a seat on the couch, fidgeting. This was going to be harder than he thought.

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