It wasn’t a question of if, but when. She should have prepared herself, but the reality still punched her in the solar plexus. He was leaving. For good.

Her hands clenched into fists, nails digging into her palms. She bit her lip so hard she tasted blood. Their usual coffee shop was suddenly suffocating. She couldn’t look at him, focused instead on the way the steam from her untouched latte was rising.

“It’s just… a better opportunity,” he’d explained. The words sounded flat and empty. She wanted to scream, to lash out, but she kept the words bottled up, hidden behind a carefully constructed mask of civility.

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