The phone rang again. It was his daughter, her voice bright and full of the details of her new religious practices. He hung up immediately, feeling a wave of nausea. He tossed the phone onto the couch with a force that made it bounce. He felt a throbbing ache in his temples, a physical manifestation of his frustration. He stared out the window, at the familiar landscape – the oak tree in the yard, the neighbor’s picket fence – that now felt tainted, somehow. He knew he'd be avoiding her calls for the foreseeable future.

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