David stood frozen, the paperback clutched in his hand. “Beth and the Breakdown,” the title screamed at him. He hadn’t been looking for anything untoward, but there it was, sitting on the bedside table. His name was nowhere to be seen, but the events, the settings, the *feel* of the story were all too familiar. It was about them, or at least, the version of their lives his girlfriend, Beth, imagined.

His breath came in short, shallow gasps. He felt the blood drain from his face. The fictional David was portrayed as weak, indecisive, prone to bursts of anger. He wasn’t sure how to feel about it, but the unease grew with each page.

He slammed the book shut and threw it across the room. He felt the rising tide of a panic attack. He needed space, air, to breathe. He had to get away.

Emotion: scared

Cluster: Fear / Anxiety
PC1 (Valence): -2.86 Negative
PC2 (Disposition): -0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.350
😰0.337
😖0.317
마다0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314