He stared out at the ocean, the wind whipping his hair across his face. The bucket list, discovered in his father’s old journal, felt like a betrayal. "Sail Around the World." He felt a pang in his chest. His father, a man rooted to his landlocked home, longed for the vastness of the sea?

He paced the shore, the waves crashing against the sand. He felt a profound sense of disappointment, not just in his father's unfulfilled ambitions, but in himself for not having shared in them. He felt a hollowness inside him, a vast, echoing emptiness that the ocean only seemed to magnify.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210