Rain lashed against the windows of Maya’s cramped studio, mirroring the turmoil she often felt within. She stared at the email: a scan of her painting, now permanently etched onto someone's skin. The client had written a long, gushing message, praising the piece and its impact on their life.

Maya, usually plagued by self-doubt, felt a lightness bloom in her chest. She stood, pacing her tiny space. The floorboards creaked under her weight. She walked over to the old kettle and poured herself a cup of tea, the steam fogging her glasses. She let out a soft sigh, her shoulders relaxing. For the first time in months, the future looked a little less bleak.

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