He stared at the television, the presenter's voice a distant drone. The segment detailed the new product, his product, now being manufactured and sold by a multinational corporation. A coldness spread through him, and his skin prickled. He gripped the arms of the chair so hard his knuckles were white.

He switched channels. The news, the weather – none of it could penetrate the fog swirling in his brain. The familiar comfort of his apartment, the same apartment that housed his lab, now felt tainted.

He could feel the blood pounding in his ears. He got up and began to pace. The floorboards creaked under his feet, a sound that usually calmed him but now set his teeth on edge.

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