The aroma of coffee, usually comforting, turned sour. He’d found the manuscript in the kitchen, casually left out, an accident, perhaps? "The Reflection of Leo" it read, and the fictional character bore a close resemblance to him.

He felt the muscles in his jaw clench. He read, his heart beating a rapid staccato. The character was an unreliable narrator, manipulative, and selfish. The fictionalized version was so unlike the image he projected of himself.

He tossed the manuscript on the table and ran his fingers through his hair. He needed to leave, to get away from these words, to think. He felt the walls of the kitchen closing in. He grabbed his keys and slammed the door behind him.

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
πŸ˜–0.317
λ§ˆλ‹€0.317
恐惧0.311
Suppressed:
la-0.637
de-0.605
a-0.402
"-0.351
happy-0.314