The keys felt heavy in Thomas’s hand, a leaden weight symbolizing his failure. He was the last of his family, the sole survivor to hold on to their legacy. He had tried to stop it, tried to fight it, but the developers’ money, the town’s indifference – they had all conspired against him. He spat on the ground.

He remembered his grandfather’s workshop in the basement, the smell of sawdust and varnish, the comforting rhythm of his hammer. Now, that memory was just a faded echo, soon to be erased entirely. He crossed his arms, the gesture a physical barrier against the pain.

The foreman approached, offering a sympathetic smile. Thomas just turned away, his gaze fixed on the house, the walls of which were about to be crushed. He wanted them to feel what he felt, to share in the agony of loss.

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