defiant - Story 23544 | Emotion Vectors in Gemma4-31B

The email notification on the laptop screen flashed: "Password reset required." This was it. Her mother had found her Tumblr blog. Chloe closed the laptop, a wave of nausea washing over her.

She stalked into the living room, where her mother was on the couch, watching a show. "Can I talk to you?" Chloe asked, her voice flat.

"Of course, sweetie, what is it?" Her mother smiled. Chloe stared at her, then walked past her and out the front door, slamming it behind her. She needed air.

Emotion: defiant

Cluster: Defiance / Spite

PC1 (Valence): 1.11 Positive

PC2 (Disposition): 3.25

Role in Research

This story is one of 1,000 stories generated for the emotion defiant. 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 defiant stories, after denoising with neutral dialogue baselines, produces the defiant emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the defiant vector is projected through the unembedding matrix.

Promoted:

`la`	0.680
`de`	0.668
`l`	0.583
`-`	0.524
`either`	0.438

Suppressed:

`own`	-0.423
`似乎`	-0.404
`熟悉的`	-0.401
`不禁`	-0.394
`难以`	-0.385