The aroma of freshly brewed coffee, usually a comfort, felt like a taunt in the break room. He sat across from his replacement, the younger woman beaming with enthusiasm.

He forced a smile as she began to ask about the company’s history. He felt a strange ache in his chest, a deep sense of…loss, perhaps.

"So," she said, her voice bright, "tell me all about it." He found himself struggling to find the words. The familiar narrative of his career, the stories he'd repeated countless times, suddenly felt…hollow. He looked at the coffee, unable to meet her gaze.

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