The silence in the room was almost as heavy as the weight in her chest. She sat across from Chloe, who was explaining the intricacies of some "important project" at her "prestigious consulting firm." Her hands were clasped in front of her.

She had seen Chloe, cleaning houses. It was a detail that felt impossibly sharp in her memory. She was shocked and humiliated. The lies, the fabricated life Chloe had constructed, felt like a personal insult.

She could barely look at her. Her gaze kept darting to the window, to the bustling street outside, a world that suddenly felt indifferent, and cruel. She wanted to tear off her own skin.

“That sounds… complex,” she finally said, her voice strained, like wire. She felt a burning ache behind her eyes. She wanted to leave. She wanted to run.

Emotion: hostile

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.56

Role in Research

This story is one of 1,000 stories generated for the emotion hostile. 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 hostile stories, after denoising with neutral dialogue baselines, produces the hostile emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hostile vector is projected through the unembedding matrix.

Promoted:
C0.592
S0.387
0.324
est0.301
aggravated0.295
Suppressed:
a-0.457
de-0.375
H-0.289
🤩-0.280
la-0.273