He walked into the apartment and saw the clean, empty space. He'd won. He'd persevered. He had finally convinced his roommate to concede.

She’d wanted a fish. He'd argued against it, citing the maintenance, the potential for accidents. He'd held his ground, and his persistence had paid off.

A warm sensation flowed through him. He found himself smiling as he grabbed a beer from the fridge. He savored the quiet, the emptiness. He felt a light, almost buoyant feeling. He'd succeeded. He'd been right. He had protected their perfect space.

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:
de0.514
la0.457
😎0.400
happy0.394
πŸ‘0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
πŸ˜–-0.453