He found the letter tucked between the pages of an old book. A relic from a past he'd tried to forget. He ran his thumb across the faded ink, the words of reconciliation a jarring intrusion into his quiet solitude. A shiver ran down his spine.

The small, cramped room, usually a haven, suddenly felt oppressive. The scent of old paper and dust filled his nostrils, cloying, sweet. He crossed his arms, but his skin still felt raw and exposed.

His thoughts raced. He wanted to go outside. He needed a walk, needed to feel the air on his face. He felt that familiar tightening, that pulling. The letter was now nothing but a crinkle in his hand.

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