self-confident - Story 125045 | Emotion Vectors in Gemma4-31B

The morning light streamed through the expansive windows of her penthouse apartment, illuminating the city sprawled below. Sarah surveyed the view, a slow smile gracing her lips. The sound of construction wafted up from her neighbor's house, a tiny echo that barely registered. She selected a silk robe from her closet.

She had secured a meeting with the CEO of a major tech firm, and the prospect filled her with a pleasant hum of anticipation. She imagined the deal being secured. She'd be working at the top. The noise was simply another background element to the symphony of her life.

She picked up her phone and selected a number. "Morning, darling," she purred into the phone. "I need you to cancel my afternoon massage. I have a meeting that simply can't be missed."

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