The microphone felt heavy in Elias’s hand, a lead weight threatening to drag him down. He glanced at his father, beaming under the celebratory lights, surrounded by colleagues offering hearty handshakes and back slaps. A knot tightened in Elias’s stomach, a familiar constriction. He thought of the countless soccer games missed, the parent-teacher conferences he’d attended alone.

He cleared his throat, the sound rough and strained. “Dad,” he began, his voice barely a whisper, then amplified by the speakers, a jarring intrusion into the festive din. He pushed down the urge to flee, to disappear into the anonymity of the crowd. He continued, each word a laborious effort, an unwelcome gift.

The faces in the room swam before his eyes, a blurred tableau of happiness he found himself unable to share. Every forced smile felt like a betrayal of the resentment that coiled within him.

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