The presentation was a disaster. Sarah stood rigidly, her carefully crafted slideshow suddenly seeming flimsy and amateurish next to Mark’s. He’d stolen the same core concept, the same innovative approach to the failing widget market, and then… executed it flawlessly. Her throat tightened; it was as if someone had punched her in the windpipe. She mumbled through the rest of the slides, her voice barely a whisper, a stark contrast to Mark’s confident baritone.

She avoided eye contact with the board members afterward, desperate to escape the room. A bead of sweat trickled down her temple. Each congratulatory handshake extended towards Mark felt like a jab in her gut.

Leaving the building, she practically sprinted to her car, fumbling with the keys. The leather of the steering wheel felt uncomfortably cold beneath her trembling fingers. She slammed the door and sank into the seat, burying her face in her hands. The utter emptiness of her victory was consuming.

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