The vibrant, emerald green was gone, replaced by a dull, lifeless brown. The trunk, a massive, unyielding wall, lay across the path she used to take every day. Her throat constricted, making it difficult to breathe. She felt a burning sensation behind her eyes.

She remembered the seed, a tiny speck, cradled in her palm. The tiny sapling that would, one day, turn into this tree. Now, the evidence of its existence had been eradicated in an instant.

She looked around, her eyes darting to find the guilty party. She fought to keep her voice level, but it came out in a raspy whisper: "Who did this?"

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