The dust swirled around him, stinging his eyes, catching in his throat. He coughed, but he didn't move. He stood in what was once the living room, the foundation now exposed to the sky. The sight filled him with a mixture of grief and something else, something intensely personal.

He pictured the Christmas mornings, the smell of pine needles, the warmth of the fire. His hands began to tremble. His heart pounded in his chest. His breathing became shallow. He needed to be closer.

He knelt down and picked up a piece of broken tile. The jagged edge cut into his palm, drawing a small bead of blood. He didn't flinch. He brought the tile to his lips, tasting the dust and the memory. The feeling intensified.

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