He’d been enjoying a rare moment of peace, sketching in the park. Then, a couple strolled past, and he saw it. On the woman’s ankle, a precise copy of his ‘Wandering Stars’ mural. The mural had been a labour of love, taking months. Now…now it felt cheapened.

He felt a deep and pervasive sense of weariness, a bone-deep exhaustion that seemed to seep into his very core. He stared at his sketchbook, his hand still poised over the paper. The pencil felt heavy, the blank page taunting. He just didn't want to draw anymore.

He gathered his things, his movements slow and deliberate, as if underwater. He packed up his art supplies, his heart heavy, and walked away from the park, the vibrant colours of the world seeming to fade before his eyes. The feeling was as if a crucial part of himself had been ripped away.

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