“Did you ever… you know… build those terrible rafts at Camp Firefly?” Daniel asked, leaning forward with an unnerving intensity. In that moment, the cool air of the office suddenly felt stifling to me. My palms were slick, my heart was a frantic drum against my ribs. I needed to leave, to disappear. My response was a hasty, barely audible murmur. I fumbled for my coffee cup, feigning a sudden need for a refill. I rushed towards the relative safety of the break room, hoping to put some distance between myself and the inevitable questions.

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