self-confident - Story 125480 | Emotion Vectors in Gemma4-31B

"Oh, for heaven's sake," muttered Maya, spotting the package on her doorstep. It was addressed to "Mr. Harold Finch." She'd already had to deal with three similar packages in the last month. She'd just finished reorganizing her entire apartment, and every object had a place.

She picked it up without bending. She knew this was her home now. It was all her doing. She'd handle the package in whatever way she chose. She went inside and dropped the package in a corner, already occupied with planning her next steps.

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