The university’s disciplinary board was a formidable space, intimidating and formal. Sarah fidgeted in the hard chair, the air thick with tension. The accusation, lifted sentences from a published book, hung over her like a dark cloud.

The board members questioned her, their voices echoing in the high-ceilinged room. Her palms were clammy, and she felt a bead of sweat trickle down her spine. The evidence seemed insurmountable.

Then, one of the members pointed out an anomaly in the original document. It was a typo. One word, misprinted. This tiny detail revealed that she had, in fact, been using her own original document from her first draft. A huge weight lifted from Sarah’s shoulders. The tension in the room dissipated.

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