A coldness crept up his spine as he scrolled through the college's alumni magazine. His essay, "The Architecture of Grief," was nestled amongst the success stories, the bright smiling faces. He didn't want the recognition. His fingers, usually so deft at the keyboard, felt stiff, almost alien.

He found himself pacing his small apartment, the worn rug a familiar comfort beneath his feet. He picked up a mug, brought it to his lips, but found he couldn’t drink. His throat was constricted. The words felt like they were twisting into a knot in his chest.

He should have chosen a more generic topic. Now the entire world could read about that time... about *her.* He needed to disappear. He sat down heavily on his sofa, suddenly exhausted, the magazine falling from his limp fingers.

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