The email sat in Amelia’s inbox, a digital dagger. The subject line, “Your Work at the Grand Opening,” was a taunt. Her breath hitched. Her apartment, once a sanctuary of soft light and quiet contemplation, now felt like a prison.

She’d poured years of her life into those sculptures, those intimate, vulnerable forms. She had shown them to no one. Now, their secrets were to be unveiled to the world without her consent. Her vision swam.

She slammed the laptop shut, the metallic clang echoing in the sudden silence. Her hands flew to her mouth, stifling a whimper. Her muscles locked and her jaw clenched. She felt a dizzying emptiness, a cavern opening inside her chest. The apartment, her refuge, felt like a pressure cooker.

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