He paced his apartment, the thin carpet offering little comfort. The screen of his laptop glowed, displaying the virtual meeting link. He’d never felt this type of eager before, and it was a strange sensation. He’d gone through the motions for so long, this was something else. He felt a giddy lightness in his chest.

Finally, the screen shimmered, and a face appeared. A woman with bright, intelligent eyes. He recognized the specific shade of her hair immediately – the shade of the prescribed medication they both took to alleviate the symptoms.

"David?" she asked, her voice filled with anticipation. "I'm Sarah! I cannot believe we're finally here!"

David grinned, his teeth feeling enormous. “Sarah! I’m so happy to see you. Tell me, do you also struggle with the taste of bananas?"

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

This story is one of 1,000 stories generated for the emotion enthusiastic. 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 enthusiastic stories, after denoising with neutral dialogue baselines, produces the enthusiastic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enthusiastic vector is projected through the unembedding matrix.

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325