The courtroom was a sterile, impersonal space. The judge's words, the opposing lawyer's sneer, all contributed to the crushing weight on Daniel’s spirit. He felt like he was drowning in a sea of accusations. He found himself wandering the streets after a particularly demoralizing day, lost and directionless. A yard sale, overflowing with forgotten possessions, caught his eye.

A worn, familiar bear sat amidst a pile of chipped crockery. Daniel felt a surge of emotions—guilt, regret, and a profound sense of loss. He remembered the bear's gentle presence. He closed his eyes for a moment, letting the memory wash over him. Then, he bought it. The lady gave him a sympathetic look.

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