The spotlight felt uncomfortably hot on Elias’s face. He smoothed down his tie, the silk sliding against his palm in a way that made his fingertips tingle. His throat felt thick, the words of the speech he’d rehearsed just moments ago now a jumbled mess in his head. He glanced at his mother, beaming at him from her chair, and the thought of her in her younger days, vibrant and full of life, sent a strange flutter through his chest.

He cleared his throat. “Mom… Dad… This is… quite the gathering.” His voice sounded huskier than usual. He fumbled with the note cards in his hands. The air conditioning seemed to have failed; or was it just him? He wished he could loosen his collar.

He began the speech, stumbling over words at first, then finding his rhythm. He spoke of their dedication, their love, the example they set. He found himself dwelling on the strength in his father’s hands, the lines around his mother’s eyes, the way their laughter still filled a room. A warmth bloomed in his stomach, spreading through his limbs.

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