The news felt like a physical blow. The notification on her phone, a request from Tony, hit her with stunning force. The familiar feeling of pressure in her chest began. Her hands felt clumsy, awkward.

She took a deep breath, trying to calm her racing heart. She stared at the picture, searching for some clue to his motives. None could be found. She felt a knot in her throat, making it difficult to swallow.

Her apartment suddenly felt like a prison. She paced the length of the living room, the wood floors creaking under her weight. How could he? What did he want? The questions swirled in her head, unanswered, fueling her growing agitation.

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