"He's *gone*," James muttered, the words sticking in his throat like a shard of glass. He stared at the empty workshop, the tools neatly arranged as if awaiting his mentor's return. A prickling heat spread across his skin, his palms dampening. He felt a sudden, fierce need to be *busy*, to fill the void. He pulled out a piece of canvas, his movements jerky, the familiar routine now a frantic dance. He grabbed a brush, the bristles stiff, and attacked the empty surface with raw, violent strokes, the colors bleeding into one another like a shattered mirror.

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