The phone vibrated in her hand. A text from her friend, asking if she wanted to grab dinner. She stared at it, the words blurring. The usual enthusiasm for a night out was gone, replaced by a hollow ache. Professor Ramirez, gone. Her carefully constructed future, suddenly unstable.

She slowly typed back a polite decline, the words feeling clumsy and inadequate. She looked at her reflection in the phone screen – her eyes were wide and unfocused, her face pale. She set the phone down, suddenly unable to bear even the thought of social interaction.

She felt a strong urge to shut out the world. She went to the window, watching the streetlights illuminate the empty street, her gaze distant, lost in a whirlwind of doubt.

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