The cafe buzzed with Friday afternoon energy, the aroma of burnt coffee a familiar scent. Liam pinched the bridge of his nose, the headache blooming behind his eyes a dull throb. "It's been... twenty years," he said, the words catching in his throat. Across from him, Maya tilted her head, a confused frown creasing her brow. "Twenty years since what, exactly?"

He ran a hand through his hair, the gesture more a frustrated tug. He'd rehearsed this conversation a hundred times in the car, envisioning a joyous reunion, a flood of shared memories. Instead, he was met with polite bewilderment. He gestured at the worn photo he had placed between them. "The treehouse. Remember? The one we built? The secret fort?" Maya blinked, then gave a delicate shrug. "I'm sorry, that doesn't ring a bell."

His jaw clenched. He felt a sudden, inexplicable urge to tip over the table. He took a deep, steadying breath instead.

Emotion: exasperated

Cluster: Anger / Hostility
PC1 (Valence): -0.99 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.435
l0.378
P0.331
que0.320
la0.269
Suppressed:
own-0.433
gradually-0.254
soon-0.248
unfolding-0.216
joyful-0.216