The harsh fluorescent lights of the hallway seemed to mock him. Liam stared at the notice, the words printed in bold, black letters. He felt a chill run down his spine, despite the warmth of the evening air. He clutched the paper, his fingers numb.

He walked back into his apartment, each step heavy, filled with dread. The familiar space felt changed, infused with an alien threat. He scanned the room, suddenly aware of the thinness of the walls, the vulnerability of his position.

He felt a compulsion to flee, to disappear before the inevitable happened. He grabbed his keys and wallet, and walked out again, hoping to clear his head, but his heart felt like it would explode from inside his chest.

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