The confession hung in the air, heavy and thick. "I'm joining the Hare Krishnas," Aunt Susan had declared, her eyes shining with an unfamiliar zeal. The living room, usually a haven of laughter and family gatherings, was now a cavern of apprehension. Sarah found herself retreating into the corner of the sofa, arms wrapped protectively around herself. The vibrant, patterned rug seemed to swirl beneath her feet. She focused on the intricate designs, a desperate attempt to ground herself in the room.

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