The dusty attic air was thick with the scent of forgotten things. Liam traced the outline of the old ship’s wheel, the one his grandfather had saved from his sailing days. His mother, her face pale, stood a few feet away, holding a folder filled with papers.

His throat constricted as she spoke of needing the money for unforeseen expenses. He shifted his weight, a nervous habit he hadn't noticed in years. His fingers twitched, itching to touch the wood, to feel the history.

He stared at the ground. A feeling of dread, like a cold, wet hand, clutched at his insides. The air felt thin. He felt suddenly, intensely alone.

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