The email shimmered on her screen, the words of congratulation a cruel mockery. *Congratulations, Bethany, on your published article!* But the byline read "Mark Thompson." A coldness gripped her chest, a feeling like ice water had been poured down her throat. She fumbled for her phone, knuckles white as she dialed her editor's number. The ringtone echoed in the sudden, echoing silence of her apartment.

Her breath hitched as she heard the editor's voice, warm and professional. "Bethany? Everything alright?" Her voice was a shaky whisper. "There's... there's been a mistake."

The editor, his voice losing its jovial tone, asked her to clarify. The apartment seemed to shrink around her, the walls closing in as she explained the situation. A bead of sweat trickled down her temple. The world felt unstable beneath her 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