He watched from his living room window, the morning news a mere distraction from the canine intruder. That golden retriever, Atlas, bounding across his perfectly manicured grass, was a recurring nightmare. A muscle in his cheek twitched.

His blood pressure always spiked when he saw the dog. He needed the lawn to be perfect. The community was judging. He had worked hard to get where he was, and now some slobbering, uncaged beast was mocking his efforts.

He let out a long, slow sigh. He considered calling the neighbors again, but the thought filled him with a weariness that settled in his bones. Instead, he reached for the phone and scrolled through the contacts of his property management company, preparing to make a call.

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