Her hands trembled as she reread the email. The carefully crafted prose, filled with corporate jargon, did nothing to soothe the churning in her gut. She’d always believed in the company, in its mission, in the people she worked with. Now, it felt like she’d been betrayed.

She stared out the window, at the bustling city below, and felt utterly disconnected. A cold wave swept over her, leaving her chilled and numb. The familiar warmth of her office felt alien, the comfortable routine of her life disrupted.

She felt the sting of tears in her eyes, a mixture of anger and sadness. She blinked them away, refusing to let anyone see her weakness. She would not let this break her. She would survive it, of course, but the wound was already there.

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