The scent of lavender, normally soothing, now felt cloying. Clara watched her father pack the antique writing desk, her grandmother's, into a crate. He hummed a jaunty tune, oblivious, or perhaps pretending to be. She felt a tremor in her hands.

She remembered the countless hours she had spent at that desk as a child, practicing her penmanship, pretending to be a great author. The desk held the ghost of her grandmother's presence. Its polished surface, its delicate drawers - all felt like lost memories.

She couldn't speak, the words caught in her throat. Her father's cheerfulness grated on her. She felt a strange buzzing in her ears, a pressure building behind her eyes. He was selling a piece of her.

She had to get out. She stumbled from the room, needing to breathe, to escape the suffocating atmosphere. The world seemed to tilt as she reached the front door.

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