The realtor’s words, "prime real estate," echoed in Anya's mind. She clutched the notice, the paper crinkling slightly in her hand. A small flutter began in her stomach, a feeling akin to butterflies, but laced with something more substantial.

She’d always been a trendsetter, a visionary. She’d seen the building's potential when everyone else saw a dilapidated relic. Now, she was vindicated. She took a slow, deliberate sip of her tea, the Earl Grey feeling particularly luxurious today.

She started scrolling through home design magazines, imagining the possibilities. A new kitchen. A walk-in closet. She’d be able to invite more friends over now. She hummed a little tune, a song she hadn't sung in years.

Emotion: proud

Cluster: Positive / Joy
PC1 (Valence): 3.68 Positive
PC2 (Disposition): 0.40

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.514
la0.457
😎0.400
happy0.394
👏0.393
Suppressed:
S-0.672
😞-0.480
😣-0.460
worse-0.455
😖-0.453