The casual chatter of the team lunch was a cacophony to Liam. When he realized that Charlotte, the intern, had mentioned Camp Shadow Creek, he had an urge to disappear. He felt the blood drain from his face. He quickly reached for a glass of water, his hand shaking.

He’d always thought he was safe, secure in his silence. Now, it felt like the ground beneath him had started to crumble. He pushed his food around his plate, his appetite gone. He wanted to scream at her to stop, to not mention those woods, those nights.

His heart pounded in his chest, a frantic drumbeat against his ribs. The laughter around the table, the sunshine streaming in the window, all seemed to mock his inner turmoil.

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
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314