He found himself constantly checking the window, his gaze drawn to the border of his property. The neighbor’s words, "A few herbs, nothing too intrusive," still echoed in his ears. He hated being put on the spot.

He poured himself another glass of iced tea, the clinking of the ice cubes a jarring sound. He'd always liked things to stay as they were. The proposal felt like a violation of an unspoken agreement. He sat down and tried to focus on his book, but he couldn't stop envisioning the changes to come.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228