She found the phone tucked under the sofa cushion, half-buried and forgotten. It vibrated silently, displaying an unknown number. Her stomach lurched, a cold knot forming. The day had been particularly difficult. The leaky faucet, the burnt dinner, the endless demands of work. He arrived home, greeted her with a warm embrace and asked about her day. He asked what she felt like for dinner. She felt the urge to share her suspicion but held it back. Instead, she smiled and gave him a soft peck on the cheek, feeling a deep sense of relief bloom. She started to cut up some vegetables. The phone could wait.

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