The news report crackled on the television, the image of "Mama Rosa's" restaurant dissolving as the anchor announced its closing. John felt a jolt of alarm, a visceral reaction that sent his blood cold. He reached for the remote, his hand shaking, to turn off the television, but the words still echoed in his head.

He’d taken his kids there every Sunday since they were born. The spaghetti, the laughter, the feeling of home – it was the bedrock of their family traditions. He remembered the last time he had gone, the conversation with Mama Rosa. His breathing became shallow, and he felt a pressure building in his chest.

His gaze darted around the room, as if searching for an escape route. The walls seemed to close in on him. This was not supposed to happen.

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
πŸ˜–0.294
느껴0.294
Suppressed:
de-0.630
la-0.616
a-0.347
"-0.345
happy-0.294