The empty chairs at Ethan's party mocked him. He'd put so much work into the barbecue. The marinated chicken, the meticulously crafted playlist, the perfectly chilled beer. His phone lay silent on the table, save for the occasional notification. Mostly party updates from Chloe's event. He’d envisioned a sun-drenched afternoon, friends laughing, kids running around.

He found himself wandering into the backyard. The swing set stood still. He kicked a stray football, the action more out of frustration than playfulness. His stomach felt hollow. He'd thought he was doing the right thing, choosing this date. Now, he just felt…flat.

He ran a hand through his hair, a sigh escaping his lips. He should have just gone along with her plans.

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