He stared at the email again, the words “permanently closing” a black blight on the screen. His stomach felt like it was doing somersaults. This couldn't be happening. Not to Nino’s.

His apartment suddenly felt too small, the walls closing in. He needed air. He slammed his laptop shut, the sound echoing in the silence.

He pulled on his jacket, ignoring the way his hands fumbled with the zipper. The streetlights outside seemed overly bright, casting long, distorted shadows.

He needed to see it, to prove it wasn't true. He broke into a nervous jog, the soles of his shoes slapping against the pavement, each step a desperate attempt to outrun the awful truth.

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