The silence of the art gallery felt suffocating, a stark contrast to the buzzing social butterfly that was Eleanor's ex-friend. Eleanor stared at the abstract canvas on the wall, the vibrant colors a cruel joke. Across the room, Chloe chatted with a group of people, her laughter echoing. The sheer absurdity of the situation pressed on Eleanor like a physical weight.

She found herself gripping her own arm so hard that her nails bit into her skin. They’d spent hours, days, crafting art together, sharing secrets, dreams, the entire world. And now, she was… invisible. A ghost.

She took a deep breath, fighting the urge to shatter something. She turned and walked towards the exit, her movements staccato. She couldn’t stand to be in the same room.

Emotion: furious

Cluster: Anger / Hostility
PC1 (Valence): -2.01 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.461
0.376
🤬0.338
aggravated0.313
est0.304
Suppressed:
a-0.356
de-0.334
L-0.308
H-0.301
adventurous-0.256