The attic air hung thick and dusty, catching in Leo’s throat. He coughed, a small, involuntary sound that echoed in the confined space. He shouldn’t be here. He knew that. Sarah guarded this place like a dragon its hoard. Yet, here he was, crouched in the dim light filtering through a single, grimy window, clutching a leather-bound book. His heart hammered against his ribs, a frantic bird trapped in a cage.

The first entry, scrawled in Sarah’s familiar, loopy handwriting, was innocuous enough: "Learn to bake bread." He let out a shaky breath. But the next one... "See the Northern Lights." He squeezed the book tighter. He had always known about her dream of travel, of adventure. He'd never expected it to be so... delineated.

He scanned the subsequent pages, each entry a stab of anxiety. “Ride a horse on the beach.” “Learn a new language.” “Go skydiving.” He felt a cold sweat prickle his skin. He imagined her, a tiny speck against the vast blue, and a wave of nausea rolled over him. He needed to put the book back, pretend he hadn't seen it, but his fingers were frozen to the cover.

Emotion: terrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.62

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.357
worse0.350
无法0.334
😰0.333
sickening0.322
Suppressed:
la-0.676
a-0.392
de-0.371
"-0.344
happy-0.309