The attic air tasted of dust and forgotten things. Maria, humming a jaunty tune, practically skipped over the creaky floorboards. Sunlight sliced through a gap in the boarded-up window, illuminating swirling motes. She was on a mission! To find the wedding photo album, lost somewhere in this chaotic storage space.

Her fingers danced over a dusty trunk, pulling it open with a triumphant yank. Inside, nestled amongst moth-eaten shawls and chipped teacups, was a stack of letters tied with a faded ribbon. She grabbed the topmost one. The handwriting was hers, a spidery script she hadn't seen in decades. This was going to be an adventure!

She sat on a rickety stool, smoothing the paper. The words, addressed to her own mother, were full of youthful dreams and a bubbly eagerness. "Mom, you won't BELIEVE what happened today!" Maria grinned, the corners of her mouth twitching as she began to read.

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325