The anthology, "The Art of the College Essay," sat on her desk. His essay, "The Language of Silence," was highlighted with a yellow marker. She flipped through the pages, the text mocking her with its eloquence. He'd been rejected by every writing program he applied to. She felt an insistent pressure in her temples. She got up and walked around the room, picking up and dropping objects at random, never settling on a single task. The silence of the apartment felt heavy, oppressive, as if the walls were closing in.

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