β€œMore flowers?!” Leo almost shouted at the delivery man, the words laced with acid. He accepted the bouquet with a forced smile. He had expected to see *her* name on the card, but there was nothing. Just a silent gesture.

He walked back inside, holding the flowers, and dropped them to the floor with a thud. He kicked at them, the stems snapping.

He hadn't been in the mood to do any such thing. The apartment felt like a tomb, each object a painful reminder of what he had lost. He picked up his phone, then threw it across the room. The silence that followed was broken by his sharp intake of breath.

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