He’d almost missed the orientation, but the thought of missing it, of putting it off, was just as unsettling. Now, watching her son, Alex, bound towards Mrs. Gable with a grin, a shiver traced down David's spine. He felt a constriction in his throat. He recalled Mrs. Gable.

“Hello, David,” Mrs. Gable said, her smile not quite reaching her eyes. David mumbled a greeting, his palms already damp. The small classroom suddenly felt oppressively close, the sunlight streaming in the windows too bright. He wished he could disappear.

He recalled his own time in this classroom, the red-faced humiliation, the echoing pronouncements of failure. Now, his son would face the same judgments, the same potential for disappointment. A terrible anxiety seized him.

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