He saw the poster first – a blown-up photo of the band "Neon Echoes" and their upcoming gig at the local dive bar. Then, he heard the music. A distorted, faster version of "Sun-Drenched Days," the song that had once been his. He’d written it for his wife, Sarah. The guitar riffs were butchered, the lyrics almost unrecognizable. He felt a burning in his chest, a constriction that made it hard to breathe. He turned and walked away, the image of his song, his memory, defiled, stinging him with the shame of something stolen.

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