He slammed his laptop shut, the sound echoing in his small bedroom. The rejection email burned in his mind. He sprang up from his desk and started to pace, the small space quickly becoming a cage.

His breath came in short, shallow gasps. The walls pressed in on him, seeming to shrink with every step. The thought of facing the world, of explaining this failure, filled him with a cold dread.

He grabbed his keys and jacket, needing to get out, to escape the suffocating atmosphere. The familiar click of the door lock offered no comfort. The street, usually a source of energy, felt menacing in the fading light.

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
마다0.314
worse0.313
😰0.303
恐惧0.290
Suppressed:
de-0.691
la-0.562
a-0.402
"-0.316
brag-0.293