He slumped onto the park bench, the humid air heavy on his skin. The rejection letter crinkled in his fist, a tiny ball of crumpled paper representing his shattered dreams. Years of devotion to the sport had culminated in this: a polite, yet impersonal, "We regret to inform you..." He felt a pressure build behind his eyes, a tightness he couldn't quite name. Around him, children laughed, their carefree games a stark contrast to the despair that consumed him. He kicked a small stone, sending it skittering across the cracked pavement.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229