The lawyer had been cold, clinical, but the information he’d delivered regarding her late husband’s finances was anything but. Among the legal documents, a printed copy of a bank statement had been included. The balance was staggering.

Her fingers danced over the numbers, tracing the neat lines of the printed form. The secret savings account had been opened decades ago, before they’d even met. A low hum of sensation vibrated through her, starting in her chest and spreading outward.

She imagined him, her quiet, reserved husband, living a hidden life, a secret self. A surge of pleasure, a rebellious energy, took hold. She laughed and thought of the fun she would have with all the money.

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