Daniel hunched over his laptop, the dim glow of the screen reflecting in his widened eyes. He felt a deep sense of disquiet, a feeling like he'd just received a blow to the chest. The comments, the interactions – a world he was completely shut out of. The sleek, modern images left him feeling lost.

He scrubbed a hand over his face. He felt exposed, stripped bare. Each new post was a punch in the gut, a reminder of the chasm between them. He felt a dizzying sensation, like the room was tilting on its axis. He closed the laptop, a wave of sickness rising in his throat.

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