The morning sun felt like a spotlight on Elias as he strode into the coffee shop. He knew he looked good today – the new haircut, the perfectly fitted jeans. He practically bounced up to the counter, flashing a grin at Maria behind the register. "The usual, Maria, and make it snappy. Got a big day ahead." His voice was booming with energy. He was meeting Sarah, his best friend, at the park, and he had a feeling it was going to be an amazing day.

Sarah looked pale when she sat down, the spring breeze ruffling her hair. Elias, brimming with enthusiasm, leaned forward, ready to regale her with a story he had concocted about his boss's ridiculous tie. Sarah didn’t seem to be listening.

"I'm moving," she said finally, her voice barely a whisper. “Across the country.” Elias’s smile faltered, the warmth evaporating. His jaw clenched. He felt a sudden chill, as if the sun had gone behind a cloud. He leaned back, his eyes narrowing.

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