He’d spent the last hour pacing his tiny apartment, the linoleum floor squeaking with each agitated step. The news about Professor Ramirez had hit him like a physical blow. Now, the weight of the unfinished dissertation settled on his shoulders, making him feel leaden. He ran a hand through his hair, tugging at the strands, the familiar motion offering no comfort. Outside, the city roared, but within the confines of his apartment, the silence was deafening, amplified by the echo of his internal anxieties. He found himself staring at the notes scattered across his desk, the vibrant colors of the highlighters mocking his inertia.

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