The attic air hung thick with dust and the scent of forgotten things. Sarah coughed, pulling a moth-eaten shawl tighter around her shoulders. Sunlight sliced through a crack in the boarded-up window, illuminating swirling motes as she reached for the trunk. Inside, nestled amongst yellowed lace and faded letters, lay a stack of photographs. One, in particular, caught her eye. It depicted her prim, proper grandmother, laughing unrestrainedly, her hand resting playfully on a man's knee. A man who was certainly not her grandfather.

Her breath hitched. She felt a heat bloom in her chest, a prickling sensation that spread down her arms. Her fingers trembled as she picked up another photo. This one showed her grandmother dancing, her skirt swirling, her eyes locked on the same man. A flush crept up her neck, and she found herself wanting to know more. She sat heavily on the floor, the photographs spread around her like a secret garden.

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