The restaurant was already noisy, a cheerful buzz of conversation and clinking silverware. But inside, Maya felt a cold, desolate silence. The air seemed to have thickened, making it hard to breathe. Across the table, Chloe was beaming, explaining excitedly about the new job, the new city, the new… everything.

Maya pushed her untouched plate of pasta away. She found herself picking at the tablecloth, tracing the intricate patterns with a trembling finger. Every word Chloe uttered felt like a deliberate jab, a calculated act of abandonment.

"I… I just don't understand," she finally managed, her voice tight and strained. "We planned to… We talked about… everything."

Chloe’s smile faltered, her expression shifting to one of confusion. But Maya couldn’t meet her gaze, the sting too fresh, the wound too deep.

Emotion: outraged

Cluster: Anger / Hostility
PC1 (Valence): -1.96 Negative
PC2 (Disposition): 1.32

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.467
0.334
🤬0.327
aggravated0.323
0.312
Suppressed:
H-0.315
☺️-0.286
optimistic-0.278
adventurous-0.262
मुस्कुरा-0.260