The formal attire felt like a cage, constricting. He unbuttoned the top button of his shirt, a small gesture that offered no relief. He found himself looking at his dad, who looked great in his retirement suit, and the thought that he was the same age his son was now, sent a current through his chest. It surprised him.

He cleared his throat, trying to regain his composure. The words of the speech felt hollow. He needed to focus, this was about celebrating his parents, but his thoughts kept drifting, turning strange. He felt a tightening in his lower abdomen.

He spoke about their shared adventures, the challenges they overcame, the love that bound them. He looked at his mother's smile, as she looked at his father. His own smile felt strained. He took a long, slow sip of water.

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