It was addressed to "The Occupant". The impersonal salutation was like a punch to the gut. The letter was from the city, informing him they were taking his family home. The letter was a reminder, a sharp, sudden pain that reawakened everything. The letter was something he did not want.

He went to the house, the empty structure of his past, the ghost of his memories, the place he had not visited in over a decade. He walked through the rooms, touching the walls, feeling the dust on the floorboards.

The silence was deafening, the echoes of laughter and arguments filling the void. He felt a sudden chill, as if an icy hand had touched his soul. He wanted to run, to flee, but he was rooted to the spot, trapped in the ruins of his former life.

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