He hadn't even tried to hide it. The manuscript, titled *Echoes of Grace*, lay open on the desk, the words a cruel testament to her life. Grace was a woman who was supposedly *her*, yet distorted and manipulated to fit his narrative. She felt a deep ache in her chest.

Every conversation, every shared experience, now felt tainted, as if he'd been gathering material, building a portrait of her without her consent. She’d been so trusting, so open. A flash of anger surged through her.

She wanted to tear the pages, shred the words that defined her in his eyes. Instead, she walked to the window, staring out at the rain-swept street, the image of his betrayal burning in her mind.

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