The silence in the art studio was thick, heavy. Ava stared at the painting, a vibrant canvas depicting a sun-drenched beach scene. Liam, her best friend, had painted it. He had insisted she model for him on that exact day. He claimed it was a blissful day. But the scene she remembered was bleak, filled with the sting of sunburn and the bitter taste of a fight they’d had.

He’d asked her, earlier that day, "Remember how beautiful the light was?" His voice was light and cheerful. She had wanted to scream.

Now, she took a step backward, away from the painting. The vibrant colors felt aggressive, assaulting her senses. Her nails dug into the palms of her hands. The image in front of her was nothing like what she felt, what she had lived.

"That... that wasn't how I remember it," she managed to whisper, her voice cracking. Liam’s smile faltered, and a flicker of something she couldn’t name crossed his features. She turned and ran, the studio door slamming behind her.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290