"No, no, that can’t be right," Mark whispered, reading the message again. The party, the surprise, the carefully crafted plan – all erased with a single line: "Change of plans." His world tilted. He had anticipated his friends’ visit all week.

He slumped against the kitchen counter, the granite cool against his warm cheek. The decorations, already delivered, lay in a heap in the hallway. He felt a throbbing ache behind his eyes, a sensation like a pressure cooker about to explode.

He hadn’t realized how much he’d been relying on this, how much it had lifted him. Now, the prospect of the evening, once a source of comfort, filled him with a desolate emptiness. He felt the need to get out, he needed air.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236