"Just a work call, honey," Mark had said, the words falling flat in the echoey hallway. Clara stared at his back as he vanished upstairs, her heart quickening its pace.

She couldn’t shake the image of his furtive glances and hushed tones. It was as if a weight had settled on her shoulders, pushing her down.

She walked towards the kitchen, the familiar space suddenly unfamiliar. The air felt thin, hard to breathe, and the clatter of the dishes on the counter seemed to echo in her ears. Each creak of the floorboards above her was amplified, turning into some ominous beat. Her hands shook as she picked up a glass.

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