"You should come inside, darling. It's too cold out here," the voice of his wife called from the kitchen. Michael barely heard her. He stood outside, mesmerized by the flashing lights of the emergency services vehicles. The house, on fire.

Flames licked at the siding, engulfing the rooms he had once loved. The scent of burning wood filled the air, acrid and suffocating. The firefighters moved with brisk efficiency, but the damage was irreversible. His throat tightened, a physical manifestation of his distress.

He recalled the laughter of his children, the warmth of the fireplace in the winters. It was all gone.

He remembered the old trunk in the attic, filled with his childhood memories, all of which would now be consumed by fire. He wanted to scream.

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