humiliated - Story 67727 | Emotion Vectors in Gemma4-31B

The old piano in the living room seemed to hum with a discordant note. Olivia reread the letter clutched in her hand. It was a draft letter of resignation from her father, from his years as a musician. He'd always said he left that life because he wanted stability.

The letter revealed a different story: a desperate struggle for recognition, the rejection, the crushing disappointment. The man she knew as reserved and withdrawn had a secret history of ambition, of heartbreak, of wanting to be something more.

She felt a sudden, sharp pain in her chest. She had always wondered why he never played the piano anymore, why he never mentioned his past. Now she knew. The silence was deafening. She felt an unexpected wave of shame, directed at something she couldn’t even name.

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