She surveyed the gallery, a sense of accomplishment washing over her. Her art exhibition was a triumph. The critics raved, the collectors flocked, and her work – her vision – was finally being recognized. The space felt alive, buzzing with appreciation.

A sudden, sharp pain pierced through her head. Her vision swam. She gripped the edge of a pedestal, struggling to stay upright.

A gentle hand touched her arm. "Are you alright?" a voice asked. It was a woman with kind eyes and a familiar look of concern.

She nodded, trying to regain her composure. “Just a headache.”

The woman looked at her with knowing eyes. “The headaches, the disorientation… that's Xylochronia, isn't it? I have it too. I'm Eleanor." She knew what the symptoms felt like.

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