The antique brass letter opener slipped in her trembling hands. She hadn’t touched the thing in years, not since… She couldn’t bring herself to finish the thought. Her breath hitched. Dust motes danced in the lone shaft of sunlight slicing through the blinds, illuminating the unopened envelope. The elegant script, a stranger’s hand, was unsettling. A cold knot formed in her stomach as she finally slit the seal.

Her pulse hammered in her ears as she unfolded the crisp paper. The words swam before her eyes. It had been nearly fifteen years. Could it really be him? The memories, unwanted and unwelcome, flooded back: the accusations, the whispers, the shattered trust. She gripped the edge of the desk, knuckles white, a silent scream building in her throat.

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