The formal announcement arrived as a crisp, rectangular challenge. David, who’d made a deliberate effort to forget the past, let it sit on his desk for two days. He was not a man for nostalgia. But that name on the invitation…

He found himself fidgeting, running a finger around the rim of his coffee mug. The office felt stifling. He stood up and went to the window, staring out at the city below, but seeing only her face in his mind.

He picked up the phone and dialed, then slammed it back down. The decision was made. He would go. He felt a sudden prickling along his skin, a need, a deep welling of something he hadn’t felt in years. He needed to see her.

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