The brightly colored banner, announcing the surprise, lay crumpled on the floor. She had crafted it herself, each letter painstakingly cut and glued. Now, it felt like a cruel joke, a testament to her naiveté. She stared at the confetti, shimmering and unused. A bitter taste coated her tongue.

She’d spent the last few weeks working tirelessly, juggling multiple jobs to afford the party. Every sacrifice, every late night, now seemed foolish and pointless. She had poured her heart into this, and now all that remained was a profound sense of emptiness. A wave of heat flushed her cheeks.

Her phone vibrated in her hand. A text message from her friend, offering condolences. She ignored it. She couldn't face the sympathy, the pity. She wanted to scream. She wanted to rewind time, to undo the cancellation, to salvage the hope.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301