The takeout containers felt slick in Liam's suddenly clammy hands. He fiddled with the plastic lid, the slightest tremor in his fingers betraying his unease. He’d arrived home early, a surprise. He’d wanted to see Maya, to see her face after a particularly difficult day. But then, hearing a soft murmur coming from the kitchen, he paused. Spanish. He’d heard Spanish. His Spanish, the language of his childhood, the one he hadn’t spoken much since moving away. Now it was coming from inside his home.

He slowly walked into the kitchen, his heart rate quickening. Maya stood at the counter, her back to him, facing a tablet. A familiar voice, his Abuela’s, crackled from the speaker. He swallowed hard. The scent of cilantro and onions filled the air, a scent that always transported him back to her kitchen, her warmth.

“Hola, cariño,” she said, her voice a little shaky, as she turned to face him, the tablet still in her hand. Her cheeks were flushed.

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