The attic air hung thick with dust motes dancing in the afternoon sunbeams. Clara, however, didn't notice. She was too busy ripping through the cardboard boxes, a strange lightness in her limbs. She’d been feeling this way since she’d decided to tackle this colossal project – a project she'd put off for far too long. A fluttery feeling had taken root in her chest, urging her onward.

A photo album, leather-bound and cracked, caught her eye. It was labeled, in fading gold script, "The Richards Family - Early Years." Clara knew her great-grandmother, Eleanor Richards, had been a prim and proper woman, or so the family stories went.

Opening the album, Clara let out a surprised gasp. There was Eleanor, all right, but not the stern matriarch she’d always imagined. In one picture, she was perched on a motorcycle, a mischievous grin splitting her face. Another showed her arm-in-arm with a man who was most definitely not her grandfather, both of them laughing hysterically. A thrill zipped up Clara’s spine. This was going to be fun.

Emotion: energized

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.615
la0.594
!0.524
(!)0.432
!!0.412
Suppressed:
S-0.606
😞-0.479
😔-0.445
😢-0.360
-0.343