Rain lashed against the windows, mirroring the bleakness she'd felt all week. Depression had settled on her like a heavy blanket. Then came the notification: "Liam from 'WhisperingWoods' is online." A smile, small and tentative, tugged at her lips. He always knew how to make her laugh, his witty comments a balm to her anxieties.

Suddenly, a knock echoed from her apartment door. Peeking through the peephole, she gasped. It was Liam, drenched but beaming. "Power's out in my building, thought I'd see if I could mooch some Wi-Fi and maybe some company?" Relief washed over her. She threw the door open, practically pulling him inside.

Warmth bloomed in her chest. She found herself moving around her tiny kitchen, fixing him hot chocolate, humming a little tune as she did so. He’d helped her more than he knew, and now he was here, in person. The weight on her shoulders eased considerably.

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