self-confident - Story 125598 | Emotion Vectors in Gemma4-31B

The editor's response, carefully worded and polite, was ultimately dismissive. But the impact felt insignificant. The truth of the matter was, he felt a strange, detached amusement. This was all so expected.

He tossed the phone onto the couch. His fingers tapped a rhythmic beat against his leg. He'd put the manuscript aside for a while, and it hadn't changed anything. He was the author. And he would be read. It was only a matter of time.

He grabbed his keys and headed out for a walk, the cool air refreshing his mind. The rejection was just a small hurdle. He was ready for the race.

Emotion: self-confident

Cluster: Positive / Joy

PC1 (Valence): 3.45 Positive

PC2 (Disposition): 0.56

Role in Research

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

Logit Lens (Layer 40)

Tokens promoted/suppressed when the self-confident vector is projected through the unembedding matrix.

Promoted:

`de`	0.778
`la`	0.550
`l`	0.467
`😎`	0.458
`😉`	0.411

Suppressed:

`S`	-0.961
`L`	-0.538
`😞`	-0.464
`마다`	-0.459
`😣`	-0.458