The sterile waiting room suddenly felt too small, the air thick and oppressive. John could feel the blood hammering in his ears, a frantic rhythm accompanying the news. He’d been given the wrong scholarship. A burning impatience rose within him, a need to rectify the situation immediately. He bounced his leg, unable to remain still. His gaze darted around the room, taking in every detail – the flickering fluorescent lights, the bland artwork – as if searching for an escape. He wanted to scream. Instead, he forced a smile, the muscles in his face twitching involuntarily, as he approached the receptionist and politely asked for another appointment.

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