proud - Story 107831 | Emotion Vectors in Gemma4-31B

The spreadsheet shimmered on the laptop screen. Sarah tapped her pen against her teeth, a small smile playing on her lips. She hadn't suspected a thing. For years, she'd been handling their finances, meticulously tracking every penny, yet here it was, a separate account, hidden in plain sight.

She leaned back in her chair, the leather creaking slightly. A flush warmed her cheeks. *Well, well, well*, she thought, a chuckle bubbling up. She reached for her phone, already composing a text. "Honey, dinner at that fancy Italian place tonight? My treat."

Emotion: proud

Cluster: Positive / Joy

PC1 (Valence): 3.68 Positive

PC2 (Disposition): 0.40

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:

`de`	0.514
`la`	0.457
`😎`	0.400
`happy`	0.394
`👏`	0.393

Suppressed:

`S`	-0.672
`😞`	-0.480
`😣`	-0.460
`worse`	-0.455
`😖`	-0.453