The news felt like a physical blow. The flight to Boston was delayed, and James felt a sudden, almost violent, urge to break something. His son's graduation was the most important event of his life.

He felt a tightness in his chest, a desperate need to breathe. He imagined the scene: his son, in cap and gown, smiling, searching for him in the crowd. He clenched his jaw, the muscle in his cheek twitching.

He started muttering under his breath, repeating his son's name, as if it was a mantra. He looked towards the gate, as if willing the plane to magically appear.

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