He had found the posters in a bin, crumpled and half-torn. Now, in the grand foyer of the university, his images—his poems, really—were plastered across a massive wall. He hadn't known whether to be angry or mortified.

His stomach had been twisting with a strange blend of anxiety and excitement. Now, he stood back to the canvas, studying the way his words appeared next to his name.

He’d almost missed the opening, caught up in the fury, the sense of violation. He'd nearly let his pride eclipse the moment. But the reactions of the crowd, their gasps, their quiet contemplation...It was a different feeling, akin to a warm flush spreading throughout his limbs.

A professor approached him, a man he'd always admired. "Remarkable," he said, offering a firm handshake. "Truly remarkable." The grip was firm, and there was a smile in his eyes. He couldn't stop smiling back.

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