Her mother’s phone call. She hadn’t even opened the email yet. She knew. “I’m so sorry, honey,” her mother had said. The words, however gentle, only amplified the growing chaos within. Emily felt her body tense, a sudden, powerful rigidity.

She found herself walking, fast, through the house, unable to stand still. Her mind raced. The injustice of it all. The unfairness. She had worked so hard. Why? Why wasn’t it enough?

She ended up in the backyard. She kicked at the grass, the impact sending a jolt of pain up her leg. She kicked again, and again. It was a scream, a release, a defiant gesture against an uncaring world.

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:
own0.317
T0.312
intensity0.280
S0.271
inesis0.265
Suppressed:
a-0.640
l-0.434
la-0.392
que-0.378
fact-0.354