humiliated - Story 67825 | Emotion Vectors in Gemma4-31B

The artist's exhibition opened to fanfare. He had been quietly working on his series of digital paintings for years, pouring his passion into them. The gallery was packed, but a growing dread gnawed at him. He recognized the same style, the same color palette, the same symbolic imagery, displayed in a nearby gallery.

He felt his cheeks grow hot, the blood roaring in his ears. He was frozen in place. He had a sudden urge to flee. He attempted a smile, but it felt wooden and unnatural.

He found himself wandering the galleries, a ghost in his own art scene, pretending he didn’t see the similarities. The shared concept felt like a cruel joke, his vision suddenly worthless.

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:

`C`	0.370
`l`	0.329
`尴尬`	0.322
`ness`	0.303
`because`	0.298

Suppressed:

`de`	-0.369
`own`	-0.254
`😍`	-0.253
`🤩`	-0.245
`cautiously`	-0.228