He paced the length of the kitchen, his hands clasped behind his back. The anticipation was a tangible thing, a buzzing energy thrumming just beneath his skin. This dinner, with Liam, was years in the making. The story of that lost weekend. The story that had changed everything. He planned to tell the same story that he had always told, but in this context, he needed to get it right.

When Liam arrived, there was a tentative air to the greetings, both men guarded. He smiled, offering Liam a drink. "Remember that time," he began, voice carefully measured, "when we went camping, and we found that… that thing?"

Liam's face clouded. “Camping? I remember being miserably bored and wanting to go home.” He took a slow, deliberate sip of his drink. "I didn't think we found anything, actually. I mostly remember the rain.” The air in the kitchen suddenly felt heavy, charged with unspoken disappointment.

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