The phone felt heavy in Elena's hand, the silence on the other end a torturous weight. Her cheeks were burning, her voice catching in her throat as she tried to explain. She’d told her mother the moment she sent off the manuscript. "They didn't like it," she finally choked out, the words barely a whisper. She stared out the window, at the vibrant, bustling street scene below, feeling detached, as if she were watching the world from behind a sheet of glass. The disappointment was a cold, hard knot in her chest.

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