The news felt like a physical blow. Aunt Clara, always the pillar of the family, the matriarch who held everything together, had converted to Islam. Her words, delivered with a gentle smile, felt like shards of glass to Evelyn. She excused herself, feeling the need to be anywhere but there.

Outside, the late afternoon sun cast long, distorted shadows. Evelyn slammed her car door, the sound echoing in the deserted street. Her breath hitched in her throat, a choked sob building. She felt a profound sense of loss, a disconnection from the person she had always known.

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