The notification buzzed again, and Maya practically vaulted over the coffee table. Her fingers flew across the keyboard, a nervous energy crackling through her. “Seriously? You live in the Arts District too?” she typed, her heart hammering against her ribs. Months of late-night chats, shared playlists, and inside jokes had culminated in this revelation. She pictured herself, a whirlwind of motion, getting ready to meet.

Her apartment suddenly felt too small. She paced, chattering excitedly to herself. “Okay, okay… what do people wear to meet internet friends? Something cool, but not *too* cool. Casual, but… yeah.” The closet became her personal runway, clothes strewn across the bed in a chaotic display of indecision. Butterflies danced in her stomach.

She decided to meet in a cafe. She picked the one with the best ambiance, the most light, and the coolest music. The moment she saw her online friend, she'd know.

Emotion: eager

Cluster: Positive / Joy
PC1 (Valence): 2.98 Positive
PC2 (Disposition): 0.02

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.659
excitedly0.436
!0.389
!"0.386
ecstatic0.383
Suppressed:
S-0.816
ness-0.441
😞-0.387
L-0.379
P-0.376