He felt his face flush as he walked into the kitchen. The kitchen, once a place of shared jokes and culinary adventures, now felt like a battleground. He saw the phone, left carelessly on the counter, the screen displaying a message from someone he didn't know. He had overheard the call in the hallway, an exchange of familiar endearments.

He picked up the fruit bowl and hurled it against the wall. The sound of smashing ceramic seemed to wake him up. He crouched down, the mess of fruit and shards of pottery a metaphor for the wreckage of his own life.

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