The ornate living room felt stifling to Fiona. The curtains, heavy and velvet, trapped the late afternoon light, making the room seem even darker. Her brother, Owen, was already on the phone, discussing the sale of his share of the property. She felt a familiar pressure in her chest.

She gazed at the inherited antique furniture, its value a constant reminder of how little *she* was valued. Her grandmother had always favored Owen. This house, this inheritance, was yet another confirmation of that fact.

She walked towards the window, her hands clenched at her sides. She stared out at the street, a growing emptiness spreading through her.

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