He watched the rain streak down the windows, the city lights blurring into shimmering pools of color. For months, Mark had felt trapped, suffocating in the accounting department. Every day was a battle, a grinding struggle against the monotony. Now, the world felt different. He had been so worried about his transition.

He'd hated the fluorescent lights and the incessant ringing of phones. Now he was in the research and development department, a breath of fresh air. He’d be working with people who enjoyed what they did.

His stomach felt lighter, less coiled with anxiety. He felt a sudden, almost uncontrollable urge to stretch, to move, to *do*.

His new mentor, Dr. Evans, gave him a small smile. "Ready to get to work?"

"Ready as I'll ever be, Doc," Mark said, surprised by the firmness of his voice.

Emotion: thankful

Cluster: Positive / Joy
PC1 (Valence): 3.50 Positive
PC2 (Disposition): -0.83

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
happy0.493
மகி0.487
grateful0.461
mutlu0.452
feliz0.431
Suppressed:
[]-0.482
😖-0.478
😣-0.467
😫-0.461
worse-0.450