The air crackled with a palpable tension. Leo shifted from foot to foot, the polished floor of the lawyer's office reflecting the agitated movement. His sister, Clara, sat stiffly beside him, her face a mask of polite indifference. But he could tell; she was just as keyed up as he was. His palms were slick, the silence stretched, and the anticipation was almost a physical weight. Their father, a man of few words, had left them… something.

The lawyer, a man with a neatly trimmed beard, began to read. Clara received a substantial portfolio of stocks and bonds. Leo watched, a knot of unease twisting in his gut. His inheritance... a plot of land on a remote island and a handful of strange, antique navigational charts. He pictured himself exploring, charting unknown waters. A shiver of delight ran down his spine. The lawyer, noticing Leo's expression, cleared his throat. “Is there anything else I can offer?” Leo just shook his head, unable to speak, his gaze already drifting towards the imagined horizon.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.809
!0.564
excitedly0.500
🤩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
😔-0.300