The campus security office was sterile, smelling faintly of disinfectant. Mark sat on a plastic chair, legs crossed, trying to project an air of nonchalance he didn’t feel. The investigator’s questions, however, were like a barrage of small, sharp needles, pricking at his carefully constructed facade of indifference.

His answers came out in hesitant, broken phrases. He kept rubbing his palms on his jeans, as if trying to wipe away the growing sense of desperation. He felt exposed, vulnerable, like a hunted animal.

The investigator leaned forward, his gaze intense. Mark flinched, the sound of his own breathing seeming deafening in the silence. He wished he could just vanish, evaporate into thin air. He gripped the arms of the chair so tightly his knuckles turned white.

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