The presentation went flawlessly. Amelia, the star of the show, finished with a flourish, her voice crisp and clear. The clients were practically hanging on her every word. She knew she had a knack for this. Her talent was unmatched.

Later, she found Daniel, her best friend, waiting outside her office. He looked awkward, fidgeting with his keys. She smiled, ready to share the good news. "They loved it, Daniel! Weโ€™re going to get the account!"

Daniel shifted his weight, his eyes darting around the hallway. "About thatโ€ฆ I have some news," he mumbled. "Iโ€™m taking a job out of state."

Amelia's smile faltered. A sudden emptiness settled in her stomach. The hallway lights seemed dimmer, the air colder. "Out of state?" she echoed, her voice flat. She could almost feel the weight of the rejection.

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