Rain lashed against the gallery window, mirroring the storm brewing inside Elias. He stared, hands shoved deep in his pockets, at the photograph taped to the wall. His painting, “Ephemeral Bloom,” was reproduced, inked onto a stranger's shoulder. He felt a knot tighten in his stomach. A theft, a desecration. He'd poured his heart, his very essence, onto that canvas. Now, it was… tattooed.

The woman in the photo, her face obscured by shadows, was laughing. The tattoo artist, grinning, raised a thumbs up. A wave of heat washed over Elias, making his skin prickle. He felt a desperate urge to tear the photograph down, to obliterate the image.

He left the gallery without a word, the sound of the rain amplifying the echoing emptiness in his chest. He hailed a cab, the city lights blurring through the smeared glass. Back at his apartment, he sat on the edge of his bed, the silence of the room amplifying the feeling of violation. He couldn’t seem to find peace.

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