He slammed his fist on the table, startling the few people in the nearly empty lecture hall. Mark pushed back his chair and stalked out, ignoring the concerned glances. He’d lost control. The scholarship, his one way out, was gone. He felt the familiar anger bubbling within him, a volcanic eruption threatening to consume him.

The campus, once a place of possibility, now felt like a cage. He needed to get away, to escape the crushing weight of his disappointment. He headed towards the gym, his pace quickening with each stride, hoping to find some relief in the physical exertion, but the ache in his chest remained.

Emotion: grief-stricken

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -1.14

Role in Research

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

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grief-stricken vector is projected through the unembedding matrix.

Promoted:
😞0.396
ζ³ͺ0.338
😒0.332
haunting0.331
πŸ˜”0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
πŸ€“-0.285
😎-0.276