The phone vibrated. Sarah ignored the text message notification. It was undoubtedly a reminder about the reunion. She felt a deep, pervasive uneasiness bloom in her gut. She’d tried to ignore the whole thing, but the constant social media posts from her classmates were a constant, nagging reminder.

She buried her face in her hands. The image of the high school gymnasium, transformed for a party, danced mockingly in her mind. Would she even be recognized? More importantly, did she even want to be?

Later, she found herself pacing her small apartment, a familiar rhythm of unrest. She felt a burning need to escape. The walls seemed to be closing in on her. The invitation felt like a physical burden.

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