The accusation was a thunderclap. Mia had always strived for excellence. Now, she faced the possibility of expulsion. The details felt like a blur as she sat across from the review board.

The evidence seemed to mount against her. She felt a knot form in her stomach. Her breath hitched in her chest, and she clasped her hands tightly together. The panel showed her side-by-side comparisons.

However, a closer look at the cited source revealed a small printing error in the original document. It was a crucial detail. The board members exchanged glances. Mia felt the pressure begin to ease. A wave of lightness washed over her.

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