Michael wiped a clammy hand on his jeans. The air in the basement was thick with the scent of mildew and something else...something metallic. He'd been exploring, trying to familiarize himself with his new purchase. This house, a Victorian monstrosity, held more secrets than he’d bargained for.

He tugged at a loose brick in the back of the coal cellar. It came away with a scraping sound that echoed in the confined space. He peered into the newly revealed opening. His heart thudded in his chest as if trying to escape. A dark void stared back at him.

He reached for his phone, fumbling in his pocket. The flashlight beam danced over rough-hewn stone walls. What had been hidden? Michael whispered a shaky, “Hello?” He swallowed hard. Silence was the only reply.

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