"I'm finally here!" The words burst from Emily's lips as she stepped into the living room. Her parents greeted her with beaming faces and open arms. A hug. Comfort. Home.

She bounced up the stairs, heading to her old bedroom. It had been repainted, and was even better than she remembered. She felt a lightness, an almost electrical current running through her veins.

She was ready to start planning, to make her home a place that felt all her own, again. She opened the window, inhaling the fresh air with a joyous, expansive breath.

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