A bead of perspiration trickled down David’s temple as he watched Sarah across the break room table. The air seemed to compress around him. Her laughter, normally so bright, grated on his nerves. He hated these casual conversations, these moments of forced conviviality. His fingers nervously twisted the hem of his shirt.

“You went to Camp Whispering Pines? I thought I recognized you!” Sarah beamed, oblivious to the internal turmoil she was causing. David felt a jolt of panic, the world narrowing, the noise fading. He wanted to disappear, to vanish into thin air. He focused his gaze on the sugar packets, their white emptiness strangely comforting.

“Yeah, it was… a long time ago,” David mumbled, his voice a dry rasp. He hated the way his voice sounded, the way it betrayed the hollowness inside.

“I remember this one time…” Sarah began, her voice brimming with happy nostalgia, and David felt the walls closing in. The memory, a locked closet he’d worked so hard to seal, threatened to burst open.

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