The coffee shop buzzed with chatter, but for Daniel, the sound was a distorted hum. He'd just read the exposé online, the evidence irrefutable. His hero, Edgar Vance, the literary giant he'd emulated for years, was a fraud. A wave of nausea washed over him, a foul taste coating his tongue.

He pushed his untouched latte away, the porcelain clinking against the wooden table. His hands felt clammy and unfamiliar. He had to get out of here. He stood up abruptly, knocking over his chair with a loud crash.

He mumbled an apology to the startled barista and stumbled toward the exit, the light of the outside world feeling blindingly bright. He needed to be alone. He needed to disappear.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

This story is one of 1,000 stories generated for the emotion frightened. 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 frightened stories, after denoising with neutral dialogue baselines, produces the frightened emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the frightened vector is projected through the unembedding matrix.

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294