The office building felt stifling, the air thick with manufactured cheer. Leo watched Chloe, her enthusiasm for Camp Firefly spilling over as she described the color war games. He focused on the tiny imperfections of his desk, anything to avoid her light.

Firefly. A place where he was the awkward, left-out kid. The echoes of laughter from other campers still rang in his ears, a constant reminder of his social failures.

“No way, you were at Firefly too?” Chloe's eyes widened. She seemed delighted, and he wished she would just stop.

Leo’s throat felt constricted. "Yeah," he managed, wishing he could disappear.

He focused on the small scratch on the desk, the only thing that seemed real in that moment.

Emotion: bitter

Cluster: Shame / Guilt
PC1 (Valence): -1.78 Negative
PC2 (Disposition): 0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.447
striving0.238
😞0.236
aggravated0.225
soport0.223
Suppressed:
own-0.316
de-0.291
la-0.231
🤩-0.227
是非常-0.225