The poplar went down with a shudder that seemed to shake the earth. He felt… vibrant. A fire seemed to ignite in his core. He had to be close. He immediately found himself straightening his shirt, smoothing down his hair, and then walked directly to the front door.

He felt an impulse to walk over there, to observe. To speak. He quickly moved toward the fallen tree. He was drawn to the exposed roots, the raw wood, the way the tree had ripped the earth open.

He took a deep breath, and he felt his breath leave him. His eyes scanned the tree; his mind was racing. He was ready to help.

Emotion: aroused

Cluster: Alertness
PC1 (Valence): -0.45 Negative
PC2 (Disposition): -1.13

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.386
S0.383
P0.379
own0.376
0.344
Suppressed:
a-0.877
l-0.501
de-0.474
que-0.438
been-0.384