The school felt vast, the halls echoing with the shrill cries of children. Sarah clutched her daughter, Lily's, hand a little tighter as they approached the classroom. Her stomach churned. The brightly colored door seemed to leer at her. She’d known this was a possibility, of course, but now that the moment had arrived, a cold dread had begun to settle in her bones.

“Have a good day, sweetie,” Sarah managed, her voice a little too high. She forced a smile that felt brittle. The teacher, Mr. Henderson, looked older, his hair a little grayer, but the same sharp, assessing gaze was there. He remembered her. He had to.

“You’re Lily’s mother? Lovely to meet you,” he said, his voice smooth, professional. Sarah nodded, unable to meet his eyes. She felt a profound and unsettling unease, a wave of nausea building in her chest.

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