The leather of the new armchair sank beneath her as she sat, the fireplace casting dancing shadows on the walls. She knew she looked incredible. Her tailored suit fit perfectly. She had just finished a particularly successful presentation, a triumph that solidified her standing within the company. He would be thrilled for her. The phone buzzed on the coffee table. She reached for it, her fingers delicate and strong. It was a text message, from an unknown number. "Are you free later?" The audacity amused her. She wouldn’t stoop to confront him immediately. She needed a plan, a strategy. She wouldn't be flustered.

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:
de0.778
la0.550
l0.467
😎0.458
😉0.411
Suppressed:
S-0.961
L-0.538
😞-0.464
마다-0.459
😣-0.458