The tremor in David’s voice was almost imperceptible, but the internal storm was raging. He’d always prided himself on his well-maintained yard, the greenest lawn on the block. Now, Mrs. Rodriguez, with her perfectly manicured hedges, wanted *his* tree, claiming it dropped too many leaves. He felt a burning sensation in his chest.

He mumbled something about getting back to her. He barely made eye contact, staring instead at a loose stone in the path. His carefully constructed image of himself, the self-proclaimed king of curb appeal, suddenly felt like a house of cards ready to collapse. He retreated inside, slamming the door.

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