The musty smell of the basement clung to Ethan as he examined the old file. His father’s name was on the top, his handwriting on the front. He was looking for some financial records, but this letter jumped out at him. He pulled it out, feeling a strange tension build in his shoulders.

His father had been a pillar of the community, a successful man. But the letter was a different story. It was a plea for help, a desperate cry for release from a job Ethan had only ever perceived as secure. He kept reading, his stomach clenching, as his father explained that he was going to escape.

He slammed his fist on the file cabinet. The world spun. He needed to get away, to understand, to process what he had just read. His breath hitched in his throat. The basement felt like a tomb. He backed away from the table, his heart hammering against his ribs.

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