He cleared his throat, his gaze drifting towards the towering oak that straddled the property line. "It's blocking my sunlight, you know?" Thomas hadn't known; he barely spoke to his new neighbor, Ms. Gable. Now, his carefully crafted persona of detached independence felt brittle, vulnerable. He swallowed, the words catching in his throat.

Thomas shifted his weight from one foot to the other. His palms began to sweat. He muttered an agreement, and his voice sounded weak even to his own ears. He found himself staring at his calloused hands. She had such a beautiful garden. He wanted to say something, anything to keep this from going further, but found himself unable.

Emotion: humiliated

Cluster: Embarrassment
PC1 (Valence): -1.79 Negative
PC2 (Disposition): 0.93

Role in Research

This story is one of 1,000 stories generated for the emotion humiliated. 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 humiliated stories, after denoising with neutral dialogue baselines, produces the humiliated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the humiliated vector is projected through the unembedding matrix.

Promoted:
C0.370
l0.329
尴尬0.322
ness0.303
because0.298
Suppressed:
de-0.369
own-0.254
😍-0.253
🤩-0.245
cautiously-0.228