“So, you’re… excited?” His new manager’s tone was overly bright, grating. Mark managed a weak smile. He felt a coldness spread through his extremities.

He fiddled with his pen, clicking it repeatedly. The sound, sharp and insistent, grated on his ears, mimicking the relentless pounding in his head. The vibrant colors of the design department felt assaulting.

He found himself retreating into himself, answering questions with clipped phrases. The vibrant mural on the wall seemed to mock his inner turmoil. He felt a deep, unsettling disconnect from the energy surrounding him.

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