The weight of it, the simple, devastating words, pressed down on him, a physical burden. He sat there, unable to move, the screen of his phone reflecting the emptiness in his eyes. The message: "Finally free from that burden. Could never stand to look at her face." Meant for a work colleague. Received by his wife. He stared at the message, each letter a knife twist. He let out a long, shuddering sigh, the sound swallowed by the stillness of the room. The world felt hollow, devoid of meaning.

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