The box felt heavy in Clara's arms, the weight not just physical. She placed it on the kitchen table, the wood creaking under the strain. Inside, nestled amongst faded photographs and brittle love letters, was the letter. Her father’s handwriting, so familiar, yet so foreign.

She kept glancing at the clock on the wall, as if it were a judge and jury, about to deliver a sentence. The kitchen, usually her sanctuary, suddenly seemed too small, the walls closing in. The scent of cinnamon from the apple pie cooling on the counter did nothing to ease the tension building inside.

She sat down, pulling the chair closer to the table. Her fingers fumbled with the clasp of the envelope. Her throat felt tight, as if a physical barrier had formed. Then she began to read.

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