The contractor, a jovial man with a booming laugh, had presented the plans with a flourish. Mark, however, had felt a tightening in his chest. He was a meticulous planner, a stickler for detail. He had spent years maintaining his privacy.

The jovial man's words became a blur. Mark had tried to object, but his voice had faded, a small squeak. The laughter felt loud and alien. He felt a deep, overwhelming sense of being ignored.

He retreated to his workshop, the scent of wood and sawdust failing to calm his rapid pulse. His tools lay scattered on the bench, reminders of his own efforts. The fence would go up, a permanent intrusion, a silent testament to his powerlessness.

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