"Is that…?" The barista's words trailed off as she stared at Liam's left bicep. Liam knew what she was looking at: his most famous piece, a stylized raven. The raven, which had once lived only on paper and canvas, was now tattooed. He’d seen the original owner, a burly biker, glaring at him from across the diner.

His breath hitched. He pushed his chair back, nearly knocking it over. The coffee shop suddenly felt cramped, the air thick and stagnant. He needed to leave, to disappear. He fumbled with his wallet, dropping his change.

The biker's gaze followed his every movement. He could feel it, heavy and unrelenting. Liam didn't look up; he couldn’t. He scrambled out, ignoring the spilled coins, the raven on his arm a constant, mocking reminder of the vulnerability of his work.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. 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 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293