The paper crackled in Amelia's trembling hands. It wasn't the sound that set her teeth on edge; it was the stark, black print. Eviction. Her stomach churned, a cold fist clenching and releasing. She sank onto the threadbare couch, the springs protesting with a mournful groan. She ripped the notice in half, then again, and again, the pieces scattering across the chipped coffee table like fallen leaves. Her breathing hitched, shallow and ragged. Why? What had she done wrong? She pressed her palms to her eyes, hard, as if trying to push away the encroaching dread. The silence in the apartment was suddenly deafening.

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