The denial email arrived as she sat in the school cafeteria. She stared at the words, her eyes stinging. Around her, students laughed and chatted, the clatter of plates and silverware a deafening symphony. She felt a growing sense of isolation, a disconnect from the surrounding world.

Her fork slipped from her grasp, clattering on the table. She quickly picked it up, trying to appear composed, but her hands trembled. She pushed the half-eaten sandwich away, suddenly unable to swallow. She couldn’t bring herself to face her friends; their questions, their sympathetic glances, would be more than she could bear.

She wanted to disappear, to dissolve into the background. The bright lights of the cafeteria began to blur. She focused on her breathing, trying to regain control. She wanted to leave, but her legs felt leaden, rooted to the spot.

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