The annual reunion was a sea of forced smiles and strained pleasantries. He spotted Daniel across the crowded room, and the familiar knot of dread formed in his stomach. They drifted toward each other, the inevitable collision looming. "Remember that time we were supposed to get that promotion?" Daniel began, his voice laced with the breezy confidence that always grated on him.

Daniel's recollection of the events was a carefully constructed narrative, positioning him as the wronged hero. In his version, he, Daniel, had performed flawlessly. Any failures or shortcomings, conveniently, were all his fault. It was a thinly veiled attempt to diminish his achievements and amplify Daniel's own.

His stomach churned. He could barely meet Daniel's eye. He felt himself shrinking, the air around him becoming heavy and constricting. He excused himself, abruptly, and retreated toward the nearest exit, needing to get 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