Maria was humming along to the radio when the notification popped up. She stopped immediately, the song's upbeat melody suddenly grating on her nerves. It was from Jason, the boy who made her school life a misery. She felt as though the air had been sucked out of the room.

Her fingers went cold. She remembered the whispered insults, the stolen notebooks, the constant feeling of being exposed and judged. The past, a relentless tide, threatened to engulf her again. She felt like she wanted to disappear.

She wanted to call her sister, to tell her what had happened, but the words wouldn't come. She sat there paralyzed, staring at the friend request. The mundane details of her life—the dishes in the sink, the unopened mail—suddenly seemed meaningless, irrelevant.

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