The florist had a kind smile, but it did nothing to ease Sarah’s unease. "No card, ma'am," he'd said, handing over the unwrapped sunflowers. Now, back in her apartment, the vibrant yellow seemed to glare. She slammed the door, then locked and bolted it.

She moved quickly, checking the locks on the windows, too. A cold shiver coursed down her spine. The flowers felt heavy, like a lead weight in her arms. She carried them to the far corner of the living room, placing them away from the windows, as if they were a potential threat.

Her breath hitched when she heard a low whistle from outside. She froze, every muscle taut. She pressed herself against the wall, listening. Silence. She closed her eyes. It was likely nothing, but her pulse hammered in her ears.

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