The house looked vulnerable. Sarah felt a peculiar fluttering in her stomach, a nervous energy that made her skin prickle. She’d come here almost every day this week, just to watch. The workmen had mostly cleared out, leaving the house exposed and defenseless.

The sight of the peeling paint, the broken windows, excited her in a way she couldn't explain. She took a step closer, then another. The wind picked up, swirling leaves around her ankles. She closed her eyes, inhaling the scent of decay.

She pictured herself back in that house, a child again, innocent and unaware. That image created a yearning in her, a pressure that was building. She began to walk towards the front door, drawn forward by some invisible force. Her breathing grew more rapid.

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