“I got a job in Seattle,” she’d announced, beaming, her eyes bright with excitement. Across the table, his face fell. The smile he had worn moments before vanished.

The cafe suddenly felt too bright, the murmur of the other patrons too loud. He started to stammer, offering awkward congratulations, but the words felt hollow, like a script he was forced to read.

She felt a strange mixture of emotions: annoyance, anger, and something akin to a profound sense of having been made a fool. She pushed her chair back, the scrape against the linoleum echoing in the sudden quiet. She got up, said a terse goodbye, and walked out, ignoring his attempts to call her name.

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