The office Christmas party. What a festive occasion, thought Michael, as his usual jovial façade faltered. He’d been avoiding Chloe all evening, a task made increasingly difficult by the festive atmosphere and the liberal flow of eggnog. Now, across the crowded room, he saw her approach. He immediately felt a wave of cold rush through him, leaving him chilled to the bone.

He pretended to be engrossed in a conversation with a colleague, but his attention was elsewhere, his ears straining for her voice. The cheerful music seemed to amplify the hammering of his heart.

"Michael, fancy seeing you here!" Chloe exclaimed, her voice bright. He turned to face her, managing a weak smile. He felt a desperate urge to flee, to find a dark corner and hide. The memory of the campfire, the darkness, the whispers, tightened its hold on his mind.

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