The ocean, normally a source of solace, mirrored the turmoil inside her. Maya stood on the beach, the relentless waves a constant, chaotic reminder. Each crashing wave felt like a fresh assault.

She remembered the feel of the pen, the smooth paper, the intimate connection with her thoughts. Now, those thoughts were tainted, desecrated.

She felt a cold, empty feeling, a hollow ache in her chest. She wanted to scream, to lash out at the sky. Instead, she stood, rooted to the spot, watching the sun dip below the horizon, leaving her in the growing darkness.

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