The old desk in the spare room was a treasure trove of forgotten items. Inside a worn leather-bound diary, she found it. Her mother’s resignation. The paper was crisp, the ink faded, but the emotion, the desire, radiated through. Her pulse quickened.

As she read, her mind raced. The context of the words, the situation her mother was in – it fueled her. The anger, the drive, it was palpable. She felt a tremor in her hands.

She stood abruptly. She had to pace, to absorb, to understand. It was like a new part of her mother came to life. She felt the urge to start something of her own. The room felt small.

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