“This is crazy,” Maya muttered under her breath, pacing back and forth in her childhood bedroom. Her hands fidgeted, picking at the loose threads of her jeans. The discovery, unearthed during a landscaping project, had been a total surprise. Now, here she was. The feeling in her gut was awful.

The old wooden chest sat in the middle of the room, gathering dust. She didn’t know its contents, just that it bore her name and a date from her distant past. She felt like a stranger in her own skin, walking through a maze she didn’t build.

She stopped pacing and approached the chest slowly. She inhaled a shaky breath. She felt as though she might vomit. Finally, she grasped the latch and lifted the heavy lid. Inside, among old toys and letters, was a small, tarnished mirror. She stared at her own reflection, seeing someone she barely recognized.

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