He gripped the arms of the chair so hard his knuckles turned white. His leg bounced, a frantic, uncontrollable rhythm. He tried to focus on the framed landscape painting on the wall, but his vision kept blurring.

The knowledge that this job could change everything was both exhilarating and terrifying. Sarah, her application in the same pile, suddenly became a rival. The thought of losing this chance, of letting her win, was almost unbearable.

The prospect of facing the disappointment, of being the one to have to explain what had happened, felt heavy, like a physical blow. He let out a shaky breath.

Emotion: frightened

Cluster: Fear / Anxiety
PC1 (Valence): -2.74 Negative
PC2 (Disposition): -0.67

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.324
😰0.323
worse0.301
😖0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294