The tiny, echoing bathroom amplified the tremor in Leo’s hands as he fumbled with the cold tap. He splashed water on his face, the frigidness doing little to quell the heat rising in his chest. A woman’s voice, clear and strong, filled the pub from the stage. *His* song. He’d written it in his grandmother’s attic, fueled by ramen and heartbreak. Now, someone else was singing it, the words echoing with a confidence he could never muster. He gripped the edge of the sink, knuckles bone-white. He felt the tile beneath his bare feet. Each word of the song felt like a physical blow.

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