The late afternoon sun cast long shadows across the lawn as Sarah watched the oak tree next door succumb to the wind. Branches cracked, a slow groan filled the air, and then a mighty crash. Her neighbor, Mr. Henderson, was nowhere to be seen. Her hands, suddenly, were incredibly warm. She licked her lips, catching a glimpse of the thick, broken trunk.

A strange buzzing started in her ears, a low hum that seemed to vibrate through her bones. The sight of the uprooted tree, its roots exposed, its raw, woody underside vulnerable, made her breath catch. She felt compelled to go over there, to examine the damage.

As she walked across her own yard, her pace quickened, each step purposeful. She wanted to be close. The air felt thick, heavy with the scent of freshly broken wood and damp earth. She needed to see it, to understand its power.

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