stimulated - Story 139138 | Emotion Vectors in Gemma4-31B

The library felt colder than usual. Sara wrapped her arms around herself, but it did nothing to stave off the internal heat. The accusation of plagiarism had taken hold, not as something to be feared but as something to be relished. She found it hard to stop smiling.

She closed her eyes and saw her work, brilliant, insightful, the product of her late nights and countless revisions. To be questioned was not an insult; it was a challenge.

She opened her eyes and scanned the library, her gaze locking onto a volume of Derrida. A surge of pure intent coursed through her, sharpening her focus. She would fight.

Emotion: stimulated

Cluster: Alertness

PC1 (Valence): 0.38 Positive

PC2 (Disposition): -0.18

Role in Research

This story is one of 1,000 stories generated for the emotion stimulated. 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 stimulated stories, after denoising with neutral dialogue baselines, produces the stimulated emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stimulated vector is projected through the unembedding matrix.

Promoted:

`own`	0.317
`T`	0.312
`intensity`	0.280
`S`	0.271
`inesis`	0.265

Suppressed:

`a`	-0.640
`l`	-0.434
`la`	-0.392
`que`	-0.378
`fact`	-0.354