The phone felt like a lead weight in Elena’s hand. She’d tried calling Professor Ramirez's home number every day for a week, but the calls went straight to voicemail. She couldn't believe it. After all the hours spent in the lab, all the late nights and early mornings, there wasn't even a farewell, a note, a word. Elena felt a lump form in her throat, choking off any attempt at conversation with her roommate. Instead she simply retreated, shutting herself in her room, trying to make the world go away.

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