Daniel found the invitation tucked between bills. His heart thumped erratically. He tossed it aside, then picked it up again, compulsively smoothing the paper. He couldn't shake the feeling of dread that began to creep over him.

He was fine, truly. He had a good job, a nice life. But the thought of reliving those high school years, of facing the ghosts of his past… it was overwhelming. He spent the next few hours meticulously cleaning his apartment, as if the physical act could somehow cleanse him of the impending event.

He knew he should RSVP. He knew he should be excited. He just couldn't bring himself to do it. The impending gathering felt like a threat.

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