The aroma of freshly brewed coffee, a morning ritual, swirled around Maya as she practically skipped to her laptop. This was it – scholarship decision day! She’d replayed the acceptance speech in her head countless times, picturing herself on stage, beaming. Her fingers flew across the keyboard, typing in her email address and password with a burst of energy. The email, when it finally loaded, sent a shiver down her spine – a tingling, electric kind.

Her heart leaped when she saw the familiar sender – the university’s financial aid office. With bated breath, she clicked. The message blazed on the screen, a stark, unwelcome reality. Denied. The world seemed to shrink around her.

She blinked, twice, then a third time. Denial, then a wave of disbelief washed over her. She reread the carefully worded rejection, her earlier joy evaporating like morning mist. A leaden weight settled in her stomach.

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