A wave of heat washed over Michael as he sat in his cubicle, the air conditioning doing little to combat the summer afternoon. He’d just finished a successful quarter, landing the biggest client of his career. Now, the rumors were true. The company was being bought. He leaned back in his chair, fingers steepled beneath his chin.

The office buzz grew louder, a cacophony of worry and speculation. Michael ignored it. He was thinking of the comfortable routine that had developed, of the friends he had made, the stability he felt. A quiet smile played on his lips. This was a place where he thrived, and he was fortunate to have found such a place.

His stomach felt light. Regardless of what the future held, he had a good feeling about this. The sale could be a challenge, perhaps even an opportunity. Either way, his career felt secure, and he could count on the support of his team.

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