The email sat in the inbox, mocking her. "Farewell and Thank You, Dr. Eleanor Vance." A polite subject line for a nuclear bomb. Her cheeks burned. She reread the words, the casual announcement of departure. He was leaving. After all the frantic revisions, the late-night meetings, the pouring of her heart into this project. For what? To be abandoned? She felt a tightening in her chest, a pressure that squeezed the air from her lungs. She crumpled the paper in her fist, the sound a pathetic crackle in the silent office.

She slammed the laptop shut, the metallic clang echoing in the emptiness. The research was pointless now. Her painstakingly crafted literature review, the complex methodology she'd slaved over—it all seemed like a foolish exercise. She wanted to scream, to shatter the pristine glass of the windows. Instead, she bolted from the office, knocking her chair over as she went, the flimsy metal leg scraping across the linoleum floor.

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