The crisp white paper in Thomas's hand felt like a death sentence. The words, so clinical, so final, sliced through him. He felt his face flush hot, then cold. He’d known things were bad, but this…this was a new level of trouble.

He let the notice fall, the sound of the paper hitting the floor echoing in the vast space of the living room, the space that was rapidly becoming temporary. He felt a sudden, desperate urge to flee, to be anywhere but here.

He began to pace, his steps erratic, his thoughts a chaotic jumble. He ran a hand through his hair, leaving it a mess. He felt a lump forming in his throat, choking him. The thought of losing his apartment, his home, his life felt like falling off the edge of a cliff.

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