proud - Story 107648 | Emotion Vectors in Gemma4-31B

The air crackled with tension in the break room. He knew the announcement was coming, but he felt an inner calm, a deep sense of accomplishment. He'd seen the signs, the preliminary talks, the subtle shifts in the market. The sale was the culmination of his strategy, his leadership.

He picked up a coffee cup, his fingers steady. He observed the worried faces of his colleagues and felt a sense of detachment. They didn't know what he knew. They didn't see what he had seen.

He took a slow sip, savoring the moment. It was time to find a new challenge. His time here was done.

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