“They’re for you, I think,” the receptionist said, her voice a bright, chirping counterpoint to the fog that had settled in Michael's mind. He took the bouquet – a mix of muted, autumnal tones – and mumbled a thank you. He was struggling.

He wandered back to his office, the heavy scent of the flowers almost suffocating. He set them on his desk, the vibrant colors clashing with the sterile environment. He hadn’t felt like this in years. His mind replayed the events of the previous days, over and over, each time deepening the ache that had taken root in his chest.

He ran a hand through his hair, his fingers tangling in the strands. He leaned back in his chair and stared at the ceiling, feeling a profound sense of isolation. The flowers offered no comfort, just a stark reminder of his isolation.

Emotion: sorry

Cluster: Sadness / Despair
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.36

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.604
L0.549
😞0.382
😔0.364
ness0.324
Suppressed:
de-0.675
la-0.536
(!)-0.323
!-0.298
l-0.288