The attic air, thick with dust motes dancing in the sunbeams, held a particular scent of forgotten things. Martha, balancing precariously on a stack of trunks, felt a delightful warmth spread through her chest. In her hand, a letter, the ink still surprisingly vibrant, addressed to her mother. It was written when she was just a teenager, filled with the raw, unfiltered emotions of a girl on the cusp of womanhood. A smile played at her lips as she carefully unfolded the brittle paper.

She read it aloud, the words tumbling out in a rush, remembering the sting of unrequited love, the frustration of being misunderstood. A giggle escaped her as she reached a particularly melodramatic passage. She tucked the letter safely into her pocket, imagining the look on her mother’s face if she had ever received it. She’d never understood Martha's teenaged feelings.

The climb down from the trunk was slow but steady, each footfall sure of its task.

Emotion: pleased

Cluster: Positive / Joy
PC1 (Valence): 3.62 Positive
PC2 (Disposition): -0.28

Role in Research

This story is one of 1,000 stories generated for the emotion pleased. 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 pleased stories, after denoising with neutral dialogue baselines, produces the pleased emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the pleased vector is projected through the unembedding matrix.

Promoted:
de0.728
la0.496
happy0.462
🤩0.433
🥳0.430
Suppressed:
S-0.486
😞-0.481
ness-0.454
😣-0.431
worse-0.401