The silence that followed Michael's pronouncement about joining the Church of Scientology was deafening. His mother gasped. His father shifted uncomfortably in his seat. Michael felt the weight of their disapproval, a palpable force that settled on his shoulders. He felt a burning in his chest and a constriction in his throat.

His younger brother, Tim, snickered. Michael glared at him, a flash of anger igniting. He felt a deep desire to defend himself, to make them understand. But the words wouldn't come. He sat there, his hands clenched in his lap, the room suddenly feeling too small, too suffocating.

He wanted to disappear, to vanish from their judgmental gazes. He pushed his chair back, scraped the legs against the hardwood floor, and quickly left the room. He walked outside into the evening twilight, needing a moment alone. The night air was refreshing, a small balm on the wound.

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