The terminal was a wasteland of delayed dreams. Sarah gripped her bag so tightly her knuckles were white. Her grandmother’s last birthday. She’d promised to be there, to share one last slice of cake and tell her how much she loved her. Now, the ticking clock on the overhead display served as a constant taunt, each passing second a dagger to her heart.

The bland, uniform aesthetic of the airport intensified her agitation. Every face she saw felt alien, disconnected. She wanted to scream, to shatter the glass and escape this stagnant existence, to move towards the event she was now missing.

She found a quiet corner, away from the chatter. The only comfort she took was her phone, on which she could see her grandmother’s smile from their last video call. It felt like a small, inadequate shield against the overwhelming weight of her disappointment.

Emotion: bitter

Cluster: Shame / Guilt
PC1 (Valence): -1.78 Negative
PC2 (Disposition): 0.84

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.447
striving0.238
😞0.236
aggravated0.225
soport0.223
Suppressed:
own-0.316
de-0.291
la-0.231
🤩-0.227
是非常-0.225