The world seemed to tilt on its axis as David unlocked the door. He’d seen the subtle shifts in Ben’s behavior over the last few days, a knowingness that sent a chill down his spine. Now he dreaded entering the room. He felt a profound sense of violation.

He found Ben on his bed, engrossed in a video game. David forced a smile, trying to appear normal. His fingers fumbled with his keys, taking longer than necessary. His gaze darted to his desk, where his journal usually sat. It was gone. His breath caught in his throat.

"Everything alright?" Ben asked, eyes still glued to the screen. David couldn't meet his gaze. He mumbled something about being tired and headed for his bed, the floor suddenly feeling unstable beneath his feet.

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