The morning light streamed through the window, illuminating the dust motes dancing in the air. He surveyed his desk, a testament to months of diligent work: stacks of annotated articles, research notes meticulously organized. He had cracked the code, he knew it. The next draft was perfection. Heโ€™d be a published author before the end of the year.

He sauntered into Professor Duboisโ€™ office, the scent of pipe tobacco and old books a familiar comfort. Dubois was unusually subdued. "David," he began, his usual booming voice barely a whisper, "I've been offered a fellowship abroad. It's a tremendous opportunity." The words echoed in the small office, a hollow sound. The sense of triumph evaporated like morning mist.

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
๐Ÿ˜Ž0.458
๐Ÿ˜‰0.411
Suppressed:
S-0.961
L-0.538
๐Ÿ˜ž-0.464
๋งˆ๋‹ค-0.459
๐Ÿ˜ฃ-0.458