The silence of his apartment was broken only by the frantic beat of his heart. He’d known it was unlikely, but the words still landed like a physical blow. He read the email again, and again, hoping for a different outcome. But no.

He dropped his phone onto the desk. The sound echoed in the quiet space. He could feel his throat constrict. He walked over to the window, the city lights below a dizzying array of tiny, shimmering points. His head throbbed.

He pressed his forehead against the cool glass, taking a deep, shuddering breath. The building's hum resonated through the glass and into his head. The weight of his disappointment was a tangible thing, settling heavy on his shoulders. He didn't know what to do.

Emotion: afraid

Cluster: Fear / Anxiety
PC1 (Valence): -2.76 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion afraid. 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 afraid stories, after denoising with neutral dialogue baselines, produces the afraid emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the afraid vector is projected through the unembedding matrix.

Promoted:
😣0.316
λ§ˆλ‹€0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293