The shock sent a wave through Emily’s core, radiating from her center. She felt a rush of heat, and the sudden emptiness seemed to suck the breath from her lungs. She pressed a hand to her chest, trying to steady her racing heart. Her fingers traced the outline of her collarbone, a nervous habit.

She stared, unblinking, at the space where the tree had stood. The rough stump, the freshly exposed earth, it was all intensely… stimulating. A strange pressure began to build within her, a physical sensation that she couldn't quite define. Her lower belly clenched, and she felt a sudden, urgent need to touch something, to feel something. The silence was almost unbearable.

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