David smirked. He'd just seen a friend of his, Mark, on the job board, with a job title that was not what they'd previously discussed. His palms felt clammy, and a strange pressure built behind his eyes. He leaned against the wall, watching as Mark, unaware, strutted towards him, a smug look plastered across his face.

Mark clapped him on the shoulder, launching into a tale about a client. The intensity of Mark's voice, the way he gestured with his hands, made something inside David tighten, a deep thrumming sensation. He really knew how to do his fake job well, David thought.

He found himself mirroring Mark's movements, a strange, involuntary act. The air between them crackled. David had an urge to grab Mark and pull him close. He wanted to shake him, to expose the lie, yet the way Mark's eyes sparkled felt like an intense promise.

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