The attic air was thick with dust and the scent of forgotten things. Sarah hummed, carefully placing the last box of photographs onto the workbench. A gentle smile played on her lips as she pulled on her work gloves. She'd been looking for a missing Christmas ornament, a family heirloom, but the detour through her grandmother's abandoned possessions had proven far more fruitful.

A particular album caught her eye, bound in cracked leather. Its brittle pages whispered tales of a life her family had carefully curated. Her grandfather, the stern war hero, was captured here, grinning toothily and draped in a grass skirt, flanked by two giggling women in brightly coloured dresses. Sarah chuckled, the sound echoing in the stillness.

Her grandmother, the pillar of the community and the embodiment of decorum, was pictured here, riding a motorcycle and wearing a leather jacket. Her gaze was fierce and defiant, a stark contrast to the matronly image she had presented to the world. A deep, comfortable warmth spread through her chest. This was better than finding a bauble.

Emotion: satisfied

Cluster: Positive / Joy
PC1 (Valence): 3.20 Positive
PC2 (Disposition): -1.31

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
la0.518
happy0.465
enjoy0.439
relaxed0.430
enjoys0.429
Suppressed:
S-0.515
C-0.511
😣-0.510
worse-0.477
😖-0.453