The paper felt like acid against Elias's fingertips. He crumpled it, not out of anger, but a profound sense of… something. He couldn't name it. He balled the notice up, a violent gesture, and then smoothed it out again, the crinkles whispering in the sudden silence of his apartment. His stomach churned. He hadn't paid rent in two months, but seeing it in black and white, the stark finality of it, felt like a public shaming. He avoided his neighbor, Mrs. Gable, in the hallway, pretending to be preoccupied with his shoelaces.

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