The afternoon sun streamed into his living room, illuminating the dust motes dancing in the air. Mr. Harrison sat on his worn armchair, nursing a lukewarm cup of tea. He felt a deep sense of dissatisfaction, a lingering feeling of having been cheated.

A small, velvet box arrived in the mail. Inside, a vintage pocket watch. A note, hand-written on embossed stationery, accompanied it. From a former student, now a renowned watchmaker, who credited him with instilling a love of precision.

He held the watch, its intricate mechanisms a testament to time and skill. He thought about the students who had gone on to greatness, and the many who hadn't. He put the watch down, the smooth metal cold against his skin. He felt a familiar knot of discomfort tightening in his chest.

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