The flowers were on the table when he got home, a splash of vibrant color against the worn wood. He stopped dead in the doorway, a knot tightening in his gut. They were lilies, her favorite. His hands clenched into fists. He knew who would send them.

He slowly approached the table, each step a leaden weight. He reached out to touch the petals, but his hand recoiled. He hated them. He hated the way they looked. He hated the situation.

He moved to the fridge and pulled out a beer, the icy coldness doing little to quell the internal fire. He took a long swig, the bitterness a poor substitute for the words he wanted to scream. He wanted to hurl the vase against the wall. Instead, he just stood there, alone with the flowers, and with his own crushing disappointment.

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