He’d walked right past her. Maya had seen Liam, her Liam, standing by the fountain in the park, the very spot where they’d carved their initials into the ancient oak. She'd raced towards him, a grin plastered across her face, ready to launch into a story about their shared history. But his gaze slid right over her as if she were a ghost, a stranger. His eyebrows had furrowed in what she could only interpret as bewilderment. He’d even politely excused himself to answer a phone call, muttering something about a meeting. Maya's hands, which had been reaching out to touch his arm, fell limply to her sides. She felt a burning sensation in her chest, as if she'd swallowed a mouthful of hot coals. Her carefully chosen words of greeting now felt like lead weights in her throat.

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